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3 Commits

Author SHA1 Message Date
Willi Ballenthin
ed870ea563 changelog 2022-07-06 20:47:46 +00:00
Willi Ballenthin
61869c5654 v3.2.1 2022-07-06 20:45:13 +00:00
Mike Hunhoff
7f4291f4b5 update pinned smda version 2022-07-06 20:44:13 +00:00
165 changed files with 7361 additions and 18728 deletions

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@@ -1,21 +0,0 @@
# See here for image contents: https://github.com/microsoft/vscode-dev-containers/tree/v0.233.0/containers/python-3/.devcontainer/base.Dockerfile
# [Choice] Python version (use -bullseye variants on local arm64/Apple Silicon): 3, 3.10, 3.9, 3.8, 3.7, 3.6, 3-bullseye, 3.10-bullseye, 3.9-bullseye, 3.8-bullseye, 3.7-bullseye, 3.6-bullseye, 3-buster, 3.10-buster, 3.9-buster, 3.8-buster, 3.7-buster, 3.6-buster
ARG VARIANT="3.10-bullseye"
FROM mcr.microsoft.com/vscode/devcontainers/python:0-${VARIANT}
# [Choice] Node.js version: none, lts/*, 16, 14, 12, 10
ARG NODE_VERSION="none"
RUN if [ "${NODE_VERSION}" != "none" ]; then su vscode -c "umask 0002 && . /usr/local/share/nvm/nvm.sh && nvm install ${NODE_VERSION} 2>&1"; fi
# [Optional] If your pip requirements rarely change, uncomment this section to add them to the image.
# COPY requirements.txt /tmp/pip-tmp/
# RUN pip3 --disable-pip-version-check --no-cache-dir install -r /tmp/pip-tmp/requirements.txt \
# && rm -rf /tmp/pip-tmp
# [Optional] Uncomment this section to install additional OS packages.
# RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
# && apt-get -y install --no-install-recommends <your-package-list-here>
# [Optional] Uncomment this line to install global node packages.
# RUN su vscode -c "source /usr/local/share/nvm/nvm.sh && npm install -g <your-package-here>" 2>&1

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@@ -1,51 +0,0 @@
// For format details, see https://aka.ms/devcontainer.json. For config options, see the README at:
// https://github.com/microsoft/vscode-dev-containers/tree/v0.233.0/containers/python-3
{
"name": "Python 3",
"build": {
"dockerfile": "Dockerfile",
"context": "..",
"args": {
// Update 'VARIANT' to pick a Python version: 3, 3.10, 3.9, 3.8, 3.7, 3.6
// Append -bullseye or -buster to pin to an OS version.
// Use -bullseye variants on local on arm64/Apple Silicon.
"VARIANT": "3.10",
// Options
"NODE_VERSION": "none"
}
},
// Set *default* container specific settings.json values on container create.
"settings": {
"python.defaultInterpreterPath": "/usr/local/bin/python",
"python.linting.enabled": true,
"python.linting.pylintEnabled": true,
"python.formatting.autopep8Path": "/usr/local/py-utils/bin/autopep8",
"python.formatting.blackPath": "/usr/local/py-utils/bin/black",
"python.formatting.yapfPath": "/usr/local/py-utils/bin/yapf",
"python.linting.banditPath": "/usr/local/py-utils/bin/bandit",
"python.linting.flake8Path": "/usr/local/py-utils/bin/flake8",
"python.linting.mypyPath": "/usr/local/py-utils/bin/mypy",
"python.linting.pycodestylePath": "/usr/local/py-utils/bin/pycodestyle",
"python.linting.pydocstylePath": "/usr/local/py-utils/bin/pydocstyle",
"python.linting.pylintPath": "/usr/local/py-utils/bin/pylint"
},
// Add the IDs of extensions you want installed when the container is created.
"extensions": [
"ms-python.python",
"ms-python.vscode-pylance"
],
// Use 'forwardPorts' to make a list of ports inside the container available locally.
// "forwardPorts": [],
// Use 'postCreateCommand' to run commands after the container is created.
"postCreateCommand": "git submodule update --init && pip3 install --user -e .[dev]",
// Comment out to connect as root instead. More info: https://aka.ms/vscode-remote/containers/non-root.
"remoteUser": "vscode",
"features": {
"git": "latest"
}
}

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@@ -31,7 +31,7 @@ This project and everyone participating in it is governed by the [Capa Code of C
### Capa and its repositories
We host the capa project as three GitHub repositories:
We host the capa project as three Github repositories:
- [capa](https://github.com/mandiant/capa)
- [capa-rules](https://github.com/mandiant/capa-rules)
- [capa-testfiles](https://github.com/mandiant/capa-testfiles)
@@ -159,25 +159,12 @@ The process described here has several goals:
Please follow these steps to have your contribution considered by the maintainers:
0. Sign the [Contributor License Agreement](#contributor-license-agreement)
1. Follow the [styleguides](#styleguides)
2. Update the CHANGELOG and add tests and documentation. In case they are not needed, indicate it in [the PR template](pull_request_template.md).
3. After you submit your pull request, verify that all [status checks](https://help.github.com/articles/about-status-checks/) are passing <details><summary>What if the status checks are failing? </summary>If a status check is failing, and you believe that the failure is unrelated to your change, please leave a comment on the pull request explaining why you believe the failure is unrelated. A maintainer will re-run the status check for you. If we conclude that the failure was a false positive, then we will open an issue to track that problem with our status check suite.</details>
While the prerequisites above must be satisfied prior to having your pull request reviewed, the reviewer(s) may ask you to complete additional design work, tests, or other changes before your pull request can be ultimately accepted.
### Contributor License Agreement
Contributions to this project must be accompanied by a Contributor License
Agreement. You (or your employer) retain the copyright to your contribution,
this simply gives us permission to use and redistribute your contributions as
part of the project. Head over to <https://cla.developers.google.com/> to see
your current agreements on file or to sign a new one.
You generally only need to submit a CLA once, so if you've already submitted one
(even if it was for a different project), you probably don't need to do it
again.
## Styleguides
### Git Commit Messages

41
.github/flake8.ini vendored
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@@ -1,41 +0,0 @@
[flake8]
max-line-length = 120
extend-ignore =
# E203: whitespace before ':' (black does this)
E203,
# F401: `foo` imported but unused (prefer ruff)
F401,
# F811 Redefinition of unused `foo` (prefer ruff)
F811,
# E501 line too long (prefer black)
E501,
# B010 Do not call setattr with a constant attribute value
B010,
# G200 Logging statement uses exception in arguments
G200,
# SIM102 Use a single if-statement instead of nested if-statements
# doesn't provide a space for commenting or logical separation of conditions
SIM102,
# SIM114 Use logical or and a single body
# makes logic trees too complex
SIM114,
# SIM117 Use 'with Foo, Bar:' instead of multiple with statements
# makes lines too long
SIM117
per-file-ignores =
# T201 print found.
#
# scripts are meant to print output
scripts/*: T201
# capa.exe is meant to print output
capa/main.py: T201
# IDA tests emit results to output window so need to print
tests/test_ida_features.py: T201
# utility used to find the Binary Ninja API via invoking python.exe
capa/features/extractors/binja/find_binja_api.py: T201
copyright-check = True
copyright-min-file-size = 1
copyright-regexp = Copyright \(C\) 2023 Mandiant, Inc. All Rights Reserved.

18
.github/mypy/mypy.ini vendored
View File

@@ -21,6 +21,9 @@ ignore_missing_imports = True
[mypy-flirt.*]
ignore_missing_imports = True
[mypy-smda.*]
ignore_missing_imports = True
[mypy-lief.*]
ignore_missing_imports = True
@@ -42,15 +45,9 @@ ignore_missing_imports = True
[mypy-idautils.*]
ignore_missing_imports = True
[mypy-ida_auto.*]
ignore_missing_imports = True
[mypy-ida_bytes.*]
ignore_missing_imports = True
[mypy-ida_nalt.*]
ignore_missing_imports = True
[mypy-ida_kernwin.*]
ignore_missing_imports = True
@@ -63,9 +60,6 @@ ignore_missing_imports = True
[mypy-ida_loader.*]
ignore_missing_imports = True
[mypy-ida_segment.*]
ignore_missing_imports = True
[mypy-PyQt5.*]
ignore_missing_imports = True
@@ -80,9 +74,3 @@ ignore_missing_imports = True
[mypy-elftools.*]
ignore_missing_imports = True
[mypy-dncil.*]
ignore_missing_imports = True
[mypy-netnode.*]
ignore_missing_imports = True

View File

@@ -0,0 +1,5 @@
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
import PyInstaller.utils.hooks
# ref: https://groups.google.com/g/pyinstaller/c/amWi0-66uZI/m/miPoKfWjBAAJ
binaries = PyInstaller.utils.hooks.collect_dynamic_libs("capstone")

View File

@@ -38,36 +38,39 @@ hiddenimports = [
"vivisect",
"vivisect.analysis",
"vivisect.analysis.amd64",
"vivisect.analysis.amd64",
"vivisect.analysis.amd64.emulation",
"vivisect.analysis.amd64.golang",
"vivisect.analysis.crypto",
"vivisect.analysis.crypto",
"vivisect.analysis.crypto.constants",
"vivisect.analysis.elf",
"vivisect.analysis.elf.elfplt",
"vivisect.analysis.elf.elfplt_late",
"vivisect.analysis.elf.libc_start_main",
"vivisect.analysis.generic",
"vivisect.analysis.generic",
"vivisect.analysis.generic.codeblocks",
"vivisect.analysis.generic.emucode",
"vivisect.analysis.generic.entrypoints",
"vivisect.analysis.generic.funcentries",
"vivisect.analysis.generic.impapi",
"vivisect.analysis.generic.linker",
"vivisect.analysis.generic.mkpointers",
"vivisect.analysis.generic.noret",
"vivisect.analysis.generic.pointers",
"vivisect.analysis.generic.pointertables",
"vivisect.analysis.generic.relocations",
"vivisect.analysis.generic.strconst",
"vivisect.analysis.generic.switchcase",
"vivisect.analysis.generic.symswitchcase",
"vivisect.analysis.generic.thunks",
"vivisect.analysis.generic.noret",
"vivisect.analysis.i386",
"vivisect.analysis.i386",
"vivisect.analysis.i386.calling",
"vivisect.analysis.i386.golang",
"vivisect.analysis.i386.importcalls",
"vivisect.analysis.i386.instrhook",
"vivisect.analysis.i386.thunk_reg",
"vivisect.analysis.i386.thunk_bx",
"vivisect.analysis.ms",
"vivisect.analysis.ms",
"vivisect.analysis.ms.hotpatch",
"vivisect.analysis.ms.localhints",
@@ -78,40 +81,8 @@ hiddenimports = [
"vivisect.impapi.posix.amd64",
"vivisect.impapi.posix.i386",
"vivisect.impapi.windows",
"vivisect.impapi.windows.advapi_32",
"vivisect.impapi.windows.advapi_64",
"vivisect.impapi.windows.amd64",
"vivisect.impapi.windows.gdi_32",
"vivisect.impapi.windows.gdi_64",
"vivisect.impapi.windows.i386",
"vivisect.impapi.windows.kernel_32",
"vivisect.impapi.windows.kernel_64",
"vivisect.impapi.windows.msvcr100_32",
"vivisect.impapi.windows.msvcr100_64",
"vivisect.impapi.windows.msvcr110_32",
"vivisect.impapi.windows.msvcr110_64",
"vivisect.impapi.windows.msvcr120_32",
"vivisect.impapi.windows.msvcr120_64",
"vivisect.impapi.windows.msvcr71_32",
"vivisect.impapi.windows.msvcr80_32",
"vivisect.impapi.windows.msvcr80_64",
"vivisect.impapi.windows.msvcr90_32",
"vivisect.impapi.windows.msvcr90_64",
"vivisect.impapi.windows.msvcrt_32",
"vivisect.impapi.windows.msvcrt_64",
"vivisect.impapi.windows.ntdll_32",
"vivisect.impapi.windows.ntdll_64",
"vivisect.impapi.windows.ole_32",
"vivisect.impapi.windows.ole_64",
"vivisect.impapi.windows.rpcrt4_32",
"vivisect.impapi.windows.rpcrt4_64",
"vivisect.impapi.windows.shell_32",
"vivisect.impapi.windows.shell_64",
"vivisect.impapi.windows.user_32",
"vivisect.impapi.windows.user_64",
"vivisect.impapi.windows.ws2plus_32",
"vivisect.impapi.windows.ws2plus_64",
"vivisect.impapi.winkern",
"vivisect.impapi.winkern.i386",
"vivisect.impapi.winkern.amd64",
"vivisect.parsers.blob",

View File

@@ -6,35 +6,51 @@ import subprocess
import wcwidth
# when invoking pyinstaller from the project root,
# this gets run from the project root.
with open('./capa/version.py', 'wb') as f:
# git output will look like:
#
# tags/v1.0.0-0-g3af38dc
# ------- tag
# - commits since
# g------- git hash fragment
version = (subprocess.check_output(["git", "describe", "--always", "--tags", "--long"])
.decode("utf-8")
.strip()
.replace("tags/", ""))
f.write(("__version__ = '%s'" % version).encode("utf-8"))
a = Analysis(
# when invoking pyinstaller from the project root,
# this gets invoked from the directory of the spec file,
# i.e. ./.github/pyinstaller
["../../capa/main.py"],
pathex=["capa"],
['../../capa/main.py'],
pathex=['capa'],
binaries=None,
datas=[
# when invoking pyinstaller from the project root,
# this gets invoked from the directory of the spec file,
# i.e. ./.github/pyinstaller
("../../rules", "rules"),
("../../sigs", "sigs"),
("../../cache", "cache"),
('../../rules', 'rules'),
('../../sigs', 'sigs'),
# capa.render.default uses tabulate that depends on wcwidth.
# it seems wcwidth uses a json file `version.json`
# and this doesn't get picked up by pyinstaller automatically.
# so we manually embed the wcwidth resources here.
#
# ref: https://stackoverflow.com/a/62278462/87207
(os.path.dirname(wcwidth.__file__), "wcwidth"),
(os.path.dirname(wcwidth.__file__), 'wcwidth')
],
# when invoking pyinstaller from the project root,
# this gets run from the project root.
hookspath=[".github/pyinstaller/hooks"],
hookspath=['.github/pyinstaller/hooks'],
runtime_hooks=None,
excludes=[
# ignore packages that would otherwise be bundled with the .exe.
# review: build/pyinstaller/xref-pyinstaller.html
# we don't do any GUI stuff, so ignore these modules
"tkinter",
"_tkinter",
@@ -44,6 +60,7 @@ a = Analysis(
# since we don't spawn a notebook, we can safely remove these.
"IPython",
"ipywidgets",
# these are pulled in by networkx
# but we don't need to compute the strongly connected components.
"numpy",
@@ -51,6 +68,7 @@ a = Analysis(
"matplotlib",
"pandas",
"pytest",
# deps from viv that we don't use.
# this duplicates the entries in `hook-vivisect`,
# but works better this way.
@@ -60,36 +78,35 @@ a = Analysis(
"PyQt5",
"qt5",
"pyqtwebengine",
"pyasn1",
"binaryninja",
],
)
"pyasn1"
])
a.binaries = a.binaries - TOC([("tcl85.dll", None, None), ("tk85.dll", None, None), ("_tkinter", None, None)])
a.binaries = a.binaries - TOC([
('tcl85.dll', None, None),
('tk85.dll', None, None),
('_tkinter', None, None)])
pyz = PYZ(a.pure, a.zipped_data)
exe = EXE(
pyz,
a.scripts,
a.binaries,
a.zipfiles,
a.datas,
exclude_binaries=False,
name="capa",
icon="logo.ico",
debug=False,
strip=None,
upx=True,
console=True,
)
exe = EXE(pyz,
a.scripts,
a.binaries,
a.zipfiles,
a.datas,
exclude_binaries=False,
name='capa',
icon='logo.ico',
debug=False,
strip=None,
upx=True,
console=True )
# enable the following to debug the contents of the .exe
#
# coll = COLLECT(exe,
#coll = COLLECT(exe,
# a.binaries,
# a.zipfiles,
# a.datas,
# strip=None,
# upx=True,
# name='capa-dat')
# name='capa-dat')

43
.github/ruff.toml vendored
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@@ -1,43 +0,0 @@
# Enable the pycodestyle (`E`) and Pyflakes (`F`) rules by default.
# Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or
# McCabe complexity (`C901`) by default.
select = ["E", "F"]
# Allow autofix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []
# E402 module level import not at top of file
# E722 do not use bare 'except'
# E501 line too long
ignore = ["E402", "E722", "E501"]
line-length = 120
exclude = [
# Exclude a variety of commonly ignored directories.
".bzr",
".direnv",
".eggs",
".git",
".git-rewrite",
".hg",
".mypy_cache",
".nox",
".pants.d",
".pytype",
".ruff_cache",
".svn",
".tox",
".venv",
"__pypackages__",
"_build",
"buck-out",
"build",
"dist",
"node_modules",
"venv",
# protobuf generated files
"*_pb2.py",
"*_pb2.pyi"
]

10
.github/tox.ini vendored Normal file
View File

@@ -0,0 +1,10 @@
[pycodestyle]
; E402: module level import not at top of file
; W503: line break before binary operator
; E231 missing whitespace after ',' (emitted by black)
; E203 whitespace before ':' (emitted by black)
ignore = E402,W503,E203,E231
max-line-length = 160
statistics = True
count = True
exclude = .*

View File

@@ -1,66 +1,60 @@
name: build
on:
pull_request:
branches: [ master ]
push:
branches: [master]
release:
types: [edited, published]
permissions:
contents: write
jobs:
build:
name: PyInstaller for ${{ matrix.os }}
runs-on: ${{ matrix.os }}
strategy:
# set to false for debugging
fail-fast: true
matrix:
include:
- os: ubuntu-20.04
- os: ubuntu-18.04
# use old linux so that the shared library versioning is more portable
artifact_name: capa
asset_name: linux
- os: windows-2019
artifact_name: capa.exe
asset_name: windows
- os: macos-11
# use older macOS for assumed better portability
- os: macos-10.15
artifact_name: capa
asset_name: macos
steps:
- name: Checkout capa
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
uses: actions/checkout@v2
with:
submodules: true
# using Python 3.8 to support running across multiple operating systems including Windows 7
- name: Set up Python 3.8
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
uses: actions/setup-python@v2
with:
python-version: 3.8
- if: matrix.os == 'ubuntu-20.04'
- if: matrix.os == 'ubuntu-18.04'
run: sudo apt-get install -y libyaml-dev
- name: Upgrade pip, setuptools
run: python -m pip install --upgrade pip setuptools
- name: Install capa with build requirements
run: pip install -e .[build]
- name: Cache the rule set
run: python ./scripts/cache-ruleset.py ./rules/ ./cache/
- name: Install PyInstaller
run: pip install 'pyinstaller==4.2'
- name: Install capa
run: pip install -e .
- name: Build standalone executable
run: pyinstaller --log-level DEBUG .github/pyinstaller/pyinstaller.spec
run: pyinstaller .github/pyinstaller/pyinstaller.spec
- name: Does it run (PE)?
run: dist/capa "tests/data/Practical Malware Analysis Lab 01-01.dll_"
- name: Does it run (Shellcode)?
run: dist/capa "tests/data/499c2a85f6e8142c3f48d4251c9c7cd6.raw32"
- name: Does it run (ELF)?
run: dist/capa "tests/data/7351f8a40c5450557b24622417fc478d.elf_"
- uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce # v3.1.2
- uses: actions/upload-artifact@v2
with:
name: ${{ matrix.asset_name }}
path: dist/${{ matrix.artifact_name }}
test_run:
# test that binaries run on push to master
if: github.event_name == 'push'
name: Test run on ${{ matrix.os }}
runs-on: ${{ matrix.os }}
needs: [build]
@@ -68,19 +62,22 @@ jobs:
matrix:
include:
# OSs not already tested above
- os: ubuntu-22.04
- os: ubuntu-18.04
artifact_name: capa
asset_name: linux
- os: windows-2022
- os: ubuntu-20.04
artifact_name: capa
asset_name: linux
- os: windows-2016
artifact_name: capa.exe
asset_name: windows
steps:
- name: Download ${{ matrix.asset_name }}
uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a # v3.0.2
uses: actions/download-artifact@v2
with:
name: ${{ matrix.asset_name }}
- name: Set executable flag
if: matrix.os != 'windows-2022'
if: matrix.os != 'windows-2016'
run: chmod +x ${{ matrix.artifact_name }}
- name: Run capa
run: ./${{ matrix.artifact_name }} -h
@@ -102,7 +99,7 @@ jobs:
artifact_name: capa
steps:
- name: Download ${{ matrix.asset_name }}
uses: actions/download-artifact@9bc31d5ccc31df68ecc42ccf4149144866c47d8a # v3.0.2
uses: actions/download-artifact@v2
with:
name: ${{ matrix.asset_name }}
- name: Set executable flag
@@ -112,7 +109,7 @@ jobs:
- name: Zip ${{ matrix.artifact_name }} into ${{ env.zip_name }}
run: zip ${{ env.zip_name }} ${{ matrix.artifact_name }}
- name: Upload ${{ env.zip_name }} to GH Release
uses: svenstaro/upload-release-action@2728235f7dc9ff598bd86ce3c274b74f802d2208 # v2
uses: svenstaro/upload-release-action@v2
with:
repo_token: ${{ secrets.GITHUB_TOKEN}}
file: ${{ env.zip_name }}

View File

@@ -7,8 +7,6 @@ on:
pull_request_target:
types: [opened, edited, synchronize]
permissions: read-all
jobs:
check_changelog:
# no need to check for dependency updates via dependabot
@@ -19,7 +17,7 @@ jobs:
steps:
- name: Get changed files
id: files
uses: Ana06/get-changed-files@e0c398b7065a8d84700c471b6afc4116d1ba4e96 # v2.2.0
uses: Ana06/get-changed-files@v1.2
- name: check changelog updated
id: changelog_updated
env:
@@ -29,14 +27,14 @@ jobs:
echo $FILES | grep -qF 'CHANGELOG.md' || echo $PR_BODY | grep -qiF "$NO_CHANGELOG"
- name: Reject pull request if no CHANGELOG update
if: ${{ always() && steps.changelog_updated.outcome == 'failure' }}
uses: Ana06/automatic-pull-request-review@0cf4e8a17ba79344ed3fdd7fed6dd0311d08a9d4 # v0.1.0
uses: Ana06/automatic-pull-request-review@v0.1.0
with:
repo-token: ${{ secrets.GITHUB_TOKEN }}
event: REQUEST_CHANGES
body: "Please add bug fixes, new features, breaking changes and anything else you think is worthwhile mentioning to the `master (unreleased)` section of CHANGELOG.md. If no CHANGELOG update is needed add the following to the PR description: `${{ env.NO_CHANGELOG }}`"
allow_duplicate: false
- name: Dismiss previous review if CHANGELOG update
uses: Ana06/automatic-pull-request-review@0cf4e8a17ba79344ed3fdd7fed6dd0311d08a9d4 # v0.1.0
uses: Ana06/automatic-pull-request-review@v0.1.0
with:
repo-token: ${{ secrets.GITHUB_TOKEN }}
event: DISMISS

View File

@@ -1,47 +1,30 @@
# use PyPI trusted publishing, as described here:
# https://blog.trailofbits.com/2023/05/23/trusted-publishing-a-new-benchmark-for-packaging-security/
# This workflows will upload a Python Package using Twine when a release is created
# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries
name: publish to pypi
on:
release:
types: [published]
permissions:
contents: write
jobs:
pypi-publish:
runs-on: ubuntu-latest
environment:
name: release
permissions:
id-token: write
deploy:
runs-on: ubuntu-20.04
steps:
- uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
- uses: actions/checkout@v2
- name: Set up Python
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
uses: actions/setup-python@v2
with:
python-version: '3.8'
python-version: '3.6'
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -e .[build]
- name: build package
pip install setuptools wheel twine
- name: Build and publish
env:
TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
run: |
python -m build
- name: upload package artifacts
uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce # v3.1.2
with:
path: dist/*
- name: upload package to GH Release
uses: svenstaro/upload-release-action@2728235f7dc9ff598bd86ce3c274b74f802d2208 # v2
with:
repo_token: ${{ secrets.GITHUB_TOKEN}}
file: dist/*
tag: ${{ github.ref }}
- name: publish package
uses: pypa/gh-action-pypi-publish@f5622bde02b04381239da3573277701ceca8f6a0 # release/v1
with:
skip-existing: true
verbose: true
print-hash: true
python setup.py sdist bdist_wheel
twine upload --skip-existing dist/*

View File

@@ -1,72 +0,0 @@
# This workflow uses actions that are not certified by GitHub. They are provided
# by a third-party and are governed by separate terms of service, privacy
# policy, and support documentation.
name: Scorecard supply-chain security
on:
# For Branch-Protection check. Only the default branch is supported. See
# https://github.com/ossf/scorecard/blob/main/docs/checks.md#branch-protection
branch_protection_rule:
# To guarantee Maintained check is occasionally updated. See
# https://github.com/ossf/scorecard/blob/main/docs/checks.md#maintained
schedule:
- cron: '43 4 * * 3'
push:
branches: [ "master" ]
# Declare default permissions as read only.
permissions: read-all
jobs:
analysis:
name: Scorecard analysis
runs-on: ubuntu-latest
permissions:
# Needed to upload the results to code-scanning dashboard.
security-events: write
# Needed to publish results and get a badge (see publish_results below).
id-token: write
# Uncomment the permissions below if installing in a private repository.
# contents: read
# actions: read
steps:
- name: "Checkout code"
uses: actions/checkout@93ea575cb5d8a053eaa0ac8fa3b40d7e05a33cc8 # v3.1.0
with:
persist-credentials: false
- name: "Run analysis"
uses: ossf/scorecard-action@99c53751e09b9529366343771cc321ec74e9bd3d # v2.0.6
with:
results_file: results.sarif
results_format: sarif
# (Optional) "write" PAT token. Uncomment the `repo_token` line below if:
# - you want to enable the Branch-Protection check on a *public* repository, or
# - you are installing Scorecard on a *private* repository
# To create the PAT, follow the steps in https://github.com/ossf/scorecard-action#authentication-with-pat.
# repo_token: ${{ secrets.SCORECARD_TOKEN }}
# Public repositories:
# - Publish results to OpenSSF REST API for easy access by consumers
# - Allows the repository to include the Scorecard badge.
# - See https://github.com/ossf/scorecard-action#publishing-results.
# For private repositories:
# - `publish_results` will always be set to `false`, regardless
# of the value entered here.
publish_results: true
# Upload the results as artifacts (optional). Commenting out will disable uploads of run results in SARIF
# format to the repository Actions tab.
- name: "Upload artifact"
uses: actions/upload-artifact@3cea5372237819ed00197afe530f5a7ea3e805c8 # v3.1.0
with:
name: SARIF file
path: results.sarif
retention-days: 5
# Upload the results to GitHub's code scanning dashboard.
- name: "Upload to code-scanning"
uses: github/codeql-action/upload-sarif@807578363a7869ca324a79039e6db9c843e0e100 # v2.1.27
with:
sarif_file: results.sarif

View File

@@ -4,15 +4,13 @@ on:
release:
types: [published]
permissions: read-all
jobs:
tag:
name: Tag capa rules
runs-on: ubuntu-20.04
steps:
- name: Checkout capa-rules
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
uses: actions/checkout@v2
with:
repository: mandiant/capa-rules
token: ${{ secrets.CAPA_TOKEN }}
@@ -23,9 +21,8 @@ jobs:
git config user.name 'Capa Bot'
name=${{ github.event.release.tag_name }}
git tag $name -m "https://github.com/mandiant/capa/releases/$name"
# TODO update branch name-major=${name%%.*}
- name: Push tag to capa-rules
uses: ad-m/github-push-action@0fafdd62b84042d49ec0cb92d9cac7f7ce4ec79e # master
uses: ad-m/github-push-action@master
with:
repository: mandiant/capa-rules
github_token: ${{ secrets.CAPA_TOKEN }}

View File

@@ -6,8 +6,6 @@ on:
pull_request:
branches: [ master ]
permissions: read-all
# save workspaces to speed up testing
env:
CAPA_SAVE_WORKSPACE: "True"
@@ -17,7 +15,7 @@ jobs:
runs-on: ubuntu-20.04
steps:
- name: Checkout capa
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
uses: actions/checkout@v2
# The sync GH action in capa-rules relies on a single '- *$' in the CHANGELOG file
- name: Ensure CHANGELOG has '- *$'
run: |
@@ -28,38 +26,33 @@ jobs:
runs-on: ubuntu-20.04
steps:
- name: Checkout capa
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
# use latest available python to take advantage of best performance
- name: Set up Python 3.11
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
uses: actions/checkout@v2
- name: Set up Python 3.8
uses: actions/setup-python@v2
with:
python-version: "3.11"
python-version: "3.8"
- name: Install dependencies
run: pip install -e .[dev]
- name: Lint with ruff
run: pre-commit run ruff
- name: Lint with isort
run: pre-commit run isort
run: isort --profile black --length-sort --line-width 120 -c .
- name: Lint with black
run: pre-commit run black
- name: Lint with flake8
run: pre-commit run flake8
run: black -l 120 --check .
- name: Check types with mypy
run: pre-commit run mypy
run: mypy --config-file .github/mypy/mypy.ini capa/ scripts/ tests/
rule_linter:
runs-on: ubuntu-20.04
steps:
- name: Checkout capa with submodules
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
uses: actions/checkout@v2
with:
submodules: recursive
- name: Set up Python 3.11
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
submodules: true
- name: Set up Python 3.8
uses: actions/setup-python@v2
with:
python-version: "3.11"
python-version: "3.8"
- name: Install capa
run: pip install -e .[dev]
run: pip install -e .
- name: Run rule linter
run: python scripts/lint.py rules/
@@ -70,24 +63,24 @@ jobs:
strategy:
fail-fast: false
matrix:
os: [ubuntu-20.04, windows-2019, macos-11]
os: [ubuntu-20.04, windows-2019, macos-10.15]
# across all operating systems
python-version: ["3.8", "3.11"]
python-version: ["3.6", "3.10"]
include:
# on Ubuntu run these as well
- os: ubuntu-20.04
python-version: "3.7"
- os: ubuntu-20.04
python-version: "3.8"
- os: ubuntu-20.04
python-version: "3.9"
- os: ubuntu-20.04
python-version: "3.10"
steps:
- name: Checkout capa with submodules
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
uses: actions/checkout@v2
with:
submodules: recursive
submodules: true
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Install pyyaml
@@ -97,45 +90,3 @@ jobs:
run: pip install -e .[dev]
- name: Run tests
run: pytest -v tests/
binja-tests:
name: Binary Ninja tests for ${{ matrix.python-version }}
env:
BN_SERIAL: ${{ secrets.BN_SERIAL }}
runs-on: ubuntu-20.04
needs: [code_style, rule_linter]
strategy:
fail-fast: false
matrix:
python-version: ["3.8", "3.11"]
steps:
- name: Checkout capa with submodules
# do only run if BN_SERIAL is available, have to do this in every step, see https://github.com/orgs/community/discussions/26726#discussioncomment-3253118
if: ${{ env.BN_SERIAL != 0 }}
uses: actions/checkout@ac593985615ec2ede58e132d2e21d2b1cbd6127c # v3.3.0
with:
submodules: recursive
- name: Set up Python ${{ matrix.python-version }}
if: ${{ env.BN_SERIAL != 0 }}
uses: actions/setup-python@d27e3f3d7c64b4bbf8e4abfb9b63b83e846e0435 # v4.5.0
with:
python-version: ${{ matrix.python-version }}
- name: Install pyyaml
if: ${{ env.BN_SERIAL != 0 }}
run: sudo apt-get install -y libyaml-dev
- name: Install capa
if: ${{ env.BN_SERIAL != 0 }}
run: pip install -e .[dev]
- name: install Binary Ninja
if: ${{ env.BN_SERIAL != 0 }}
run: |
mkdir ./.github/binja
curl "https://raw.githubusercontent.com/Vector35/binaryninja-api/6812c97/scripts/download_headless.py" -o ./.github/binja/download_headless.py
python ./.github/binja/download_headless.py --serial ${{ env.BN_SERIAL }} --output .github/binja/BinaryNinja-headless.zip
unzip .github/binja/BinaryNinja-headless.zip -d .github/binja/
python .github/binja/binaryninja/scripts/install_api.py --install-on-root --silent
- name: Run tests
if: ${{ env.BN_SERIAL != 0 }}
env:
BN_LICENSE: ${{ secrets.BN_LICENSE }}
run: pytest -v tests/test_binja_features.py # explicitly refer to the binja tests for performance. other tests run above.

18
.gitignore vendored
View File

@@ -108,21 +108,13 @@ venv.bak/
*.viv
*.idb
*.i64
.vscode
!rules/lib
# hooks/ci.sh output
isort-output.log
black-output.log
rule-linter-output.log
.vscode
scripts/perf/*.txt
scripts/perf/*.svg
scripts/perf/*.zip
.direnv
.envrc
.DS_Store
*/.DS_Store
Pipfile
Pipfile.lock
/cache/
.github/binja/binaryninja
.github/binja/download_headless.py
.github/binja/BinaryNinja-headless.zip

View File

@@ -1,111 +0,0 @@
# install the pre-commit hooks:
#
# pre-commit install --hook-type pre-commit
# pre-commit installed at .git/hooks/pre-commit
#
# pre-commit install --hook-type pre-push
# pre-commit installed at .git/hooks/pre-push
#
# run all linters liks:
#
# pre-commit run --all-files
# isort....................................................................Passed
# black....................................................................Passed
# ruff.....................................................................Passed
# flake8...................................................................Passed
# mypy.....................................................................Passed
#
# run a single linter like:
#
# pre-commit run --all-files isort
# isort....................................................................Passed
repos:
- repo: local
hooks:
- id: isort
name: isort
stages: [commit, push]
language: system
entry: isort
args:
- "--length-sort"
- "--profile"
- "black"
- "--line-length=120"
- "--skip-glob"
- "*_pb2.py"
- "capa/"
- "scripts/"
- "tests/"
always_run: true
pass_filenames: false
- repo: local
hooks:
- id: black
name: black
stages: [commit, push]
language: system
entry: black
args:
- "--line-length=120"
- "--extend-exclude"
- ".*_pb2.py"
- "capa/"
- "scripts/"
- "tests/"
always_run: true
pass_filenames: false
- repo: local
hooks:
- id: ruff
name: ruff
stages: [commit, push]
language: system
entry: ruff
args:
- "check"
- "--config"
- ".github/ruff.toml"
- "capa/"
- "scripts/"
- "tests/"
always_run: true
pass_filenames: false
- repo: local
hooks:
- id: flake8
name: flake8
stages: [commit, push]
language: system
entry: flake8
args:
- "--config"
- ".github/flake8.ini"
- "--extend-exclude"
- "capa/render/proto/capa_pb2.py"
- "capa/"
- "scripts/"
- "tests/"
always_run: true
pass_filenames: false
- repo: local
hooks:
- id: mypy
name: mypy
stages: [commit, push]
language: system
entry: mypy
args:
- "--check-untyped-defs"
- "--ignore-missing-imports"
- "--config-file=.github/mypy/mypy.ini"
- "capa/"
- "scripts/"
- "tests/"
always_run: true
pass_filenames: false

View File

@@ -17,395 +17,13 @@
### Development
### Raw diffs
- [capa v6.0.0...master](https://github.com/mandiant/capa/compare/v6.0.0...master)
- [capa-rules v6.0.0...master](https://github.com/mandiant/capa-rules/compare/v6.0.0...master)
## v6.0.0
capa v6.0 brings many bug fixes and quality improvements, including 64 rule updates and 26 new rules. We're now publishing to PyPI via [Trusted Publishing](https://blog.pypi.org/posts/2023-04-20-introducing-trusted-publishers/) and have migrated to using a `pyproject.toml` file. @Aayush-Goel-04 contributed a lot of new code across many files, so please welcome them to the project, along with @anders-v @crowface28 @dkelly2e @RonnieSalomonsen and @ejfocampo as first-time rule contributors!
For those that use capa as a library, we've introduced some limited breaking changes that better represent data types (versus less-structured data like dictionaries and strings). With the recent deprecation, we've also dropped support for Python 3.7.
### New Features
- add script to detect feature overlap between new and existing capa rules [#1451](https://github.com/mandiant/capa/issues/1451) [@Aayush-Goel-04](https://github.com/aayush-goel-04)
- extract forwarded exports from PE files #1624 @williballenthin
- extract function and API names from ELF symtab entries @yelhamer https://github.com/mandiant/capa-rules/issues/736
- use fancy box drawing characters for default output #1586 @williballenthin
### Breaking Changes
- use a class to represent Metadata (not dict) #1411 @Aayush-Goel-04 @manasghandat
- use pathlib.Path to represent file paths #1534 @Aayush-Goel-04
- Python 3.8 is now the minimum supported Python version #1578 @williballenthin
- Require a Contributor License Agreement (CLA) for PRs going forward #1642 @williballenthin
### New Rules (26)
- load-code/shellcode/execute-shellcode-via-windows-callback-function ervin.ocampo@mandiant.com jakub.jozwiak@mandiant.com
- nursery/execute-shellcode-via-indirect-call ronnie.salomonsen@mandiant.com
- data-manipulation/encryption/aes/encrypt-data-using-aes-mixcolumns-step @mr-tz
- linking/static/aplib/linked-against-aplib still@teamt5.org
- communication/mailslot/read-from-mailslot nick.simonian@mandiant.com
- nursery/hash-data-using-sha512managed-in-dotnet jonathanlepore@google.com
- nursery/compiled-with-exescript jonathanlepore@google.com
- nursery/check-for-sandbox-via-mac-address-ouis-in-dotnet jonathanlepore@google.com
- host-interaction/hardware/enumerate-devices-by-category @mr-tz
- host-interaction/service/continue-service @mr-tz
- host-interaction/service/pause-service @mr-tz
- persistence/exchange/act-as-exchange-transport-agent jakub.jozwiak@mandiant.com
- host-interaction/file-system/create-virtual-file-system-in-dotnet jakub.jozwiak@mandiant.com
- compiler/cx_freeze/compiled-with-cx_freeze @mr-tz jakub.jozwiak@mandiant.com
- communication/socket/create-vmci-socket jakub.jozwiak@mandiant.com
- persistence/office/act-as-excel-xll-add-in jakub.jozwiak@mandiant.com
- persistence/office/act-as-office-com-add-in jakub.jozwiak@mandiant.com
- persistence/office/act-as-word-wll-add-in jakub.jozwiak@mandiant.com
- anti-analysis/anti-debugging/debugger-evasion/hide-thread-from-debugger michael.hunhoff@mandiant.com jakub.jozwiak@mandiant.com
- host-interaction/memory/create-new-application-domain-in-dotnet jakub.jozwiak@mandiant.com
- host-interaction/gui/switch-active-desktop jakub.jozwiak@mandiant.com
- host-interaction/service/query-service-configuration @mr-tz
- anti-analysis/anti-av/patch-event-tracing-for-windows-function jakub.jozwiak@mandiant.com
- data-manipulation/encoding/xor/covertly-decode-and-write-data-to-windows-directory-using-indirect-calls dan.kelly@mandiant.com
- linking/runtime-linking/resolve-function-by-brute-ratel-badger-hash jakub.jozwiak@mandiant.com
### Bug Fixes
- extractor: add a Binary Ninja test that asserts its version #1487 @xusheng6
- extractor: update Binary Ninja stack string detection after the new constant outlining feature #1473 @xusheng6
- extractor: update vivisect Arch extraction #1334 @mr-tz
- extractor: avoid Binary Ninja exception when analyzing certain files #1441 @xusheng6
- symtab: fix struct.unpack() format for 64-bit ELF files @yelhamer
- symtab: safeguard against ZeroDivisionError for files containing a symtab with a null entry size @yelhamer
- improve ELF strtab and needed parsing @mr-tz
- better handle exceptional cases when parsing ELF files #1458 @Aayush-Goel-04
- improved testing coverage for Binary Ninja backend #1446 @Aayush-Goel-04
- add logging and print redirect to tqdm for capa main #749 @Aayush-Goel-04
- extractor: fix binja installation path detection does not work with Python 3.11
- tests: refine the IDA test runner script #1513 @williballenthin
- output: don't leave behind traces of progress bar @williballenthin
- import-to-ida: fix bug introduced with JSON report changes in v5 #1584 @williballenthin
- main: don't show spinner when emitting debug messages #1636 @williballenthin
### capa explorer IDA Pro plugin
### Development
- update ATT&CK/MBC data for linting #1568 @mr-tz
- log time taken to analyze each function #1290 @williballenthin
- tests: make fixture available via conftest.py #1592 @williballenthin
- publish via PyPI trusted publishing #1491 @williballenthin
- migrate to pyproject.toml #1301 @williballenthin
- use [pre-commit](https://pre-commit.com/) to invoke linters #1579 @williballenthin
- [capa v3.2.1...master](https://github.com/mandiant/capa/compare/v3.2.1...master)
- [capa-rules v3.2.1...master](https://github.com/mandiant/capa-rules/compare/v3.2.1...master)
### Raw diffs
- [capa v5.1.0...v6.0.0](https://github.com/mandiant/capa/compare/v5.1.0...v6.0.0a1)
- [capa-rules v5.1.0...v6.0.0](https://github.com/mandiant/capa-rules/compare/v5.1.0...v6.0.0a1)
## v3.2.1 (2022-07-06)
## v5.1.0
capa version 5.1.0 adds a Protocol Buffers (protobuf) format for result documents. Additionally, the [Vector35](https://vector35.com/) team contributed a new feature extractor using Binary Ninja. Other new features are a new CLI flag to override the detected operating system, functionality to read and render existing result documents, and a output color format that's easier to read.
Over 25 capa rules have been added and improved.
Thanks for all the support, especially to @xusheng6, @captainGeech42, @ggold7046, @manasghandat, @ooprathamm, @linpeiyu164, @yelhamer, @HongThatCong, @naikordian, @stevemk14ebr, @emtuls, @raymondlleong, @bkojusner, @joren485, and everyone else who submitted bugs and provided feedback!
### New Features
- add protobuf format for result documents #1219 @williballenthin @mr-tz
- extractor: add Binary Ninja feature extractor @xusheng6
- new cli flag `--os` to override auto-detected operating system for a sample @captainGeech42
- change colour/highlight to "cyan" instead of "blue" for better readability #1384 @ggold7046
- add new format to parse output json back to capa #1396 @ooprathamm
- parse ELF symbols' names to guess OS #1403 @yelhamer
### New Rules (26)
- persistence/scheduled-tasks/schedule-task-via-at joren485
- data-manipulation/prng/generate-random-numbers-via-rtlgenrandom william.ballenthin@mandiant.com
- communication/ip/convert-ip-address-from-string @mr-tz
- data-manipulation/compression/compress-data-via-zlib-inflate-or-deflate blas.kojusner@mandiant.com
- executable/installer/dotnet/packaged-as-single-file-dotnet-application michael.hunhoff@mandiant.com
- communication/socket/create-raw-socket blas.kojusner@mandiant.com
- communication/http/reference-http-user-agent-string @mr-tz
- communication/http/get-http-content-length william.ballenthin@mandiant.com
- nursery/move-directory michael.hunhoff@mandiant.com
- nursery/get-http-request-uri william.ballenthin@mandiant.com
- nursery/create-zip-archive-in-dotnet michael.hunhoff@mandiant.com
- nursery/extract-zip-archive-in-dotnet anushka.virgaonkar@mandiant.com michael.hunhoff@mandiant.com
- data-manipulation/encryption/tea/decrypt-data-using-tea william.ballenthin@mandiant.com raymond.leong@mandiant.com
- data-manipulation/encryption/tea/encrypt-data-using-tea william.ballenthin@mandiant.com raymond.leong@mandiant.com
- data-manipulation/encryption/xtea/encrypt-data-using-xtea raymond.leong@mandiant.com
- data-manipulation/encryption/xxtea/encrypt-data-using-xxtea raymond.leong@mandiant.com
- nursery/hash-data-using-ripemd128 raymond.leong@mandiant.com
- nursery/hash-data-using-ripemd256 raymond.leong@mandiant.com
- nursery/hash-data-using-ripemd320 raymond.leong@mandiant.com
- nursery/set-web-proxy-in-dotnet michael.hunhoff@mandiant.com
- nursery/check-for-windows-sandbox-via-subdirectory echernofsky@google.com
- nursery/enumerate-pe-sections-in-dotnet @mr-tz
- nursery/destroy-software-breakpoint-capability echernofsky@google.com
- nursery/send-data-to-internet michael.hunhoff@mandiant.com
- nursery/compiled-with-cx_freeze @mr-tz
- nursery/contain-a-thread-local-storage-tls-section-in-dotnet michael.hunhoff@mandiant.com
### Bug Fixes
- extractor: interface of cache modified to prevent extracting file and global features multiple times @stevemk14ebr
- extractor: removed '.dynsym' as the library name for ELF imports #1318 @stevemk14ebr
- extractor: fix vivisect loop detection corner case #1310 @mr-tz
- match: extend OS characteristic to match OS_ANY to all supported OSes #1324 @mike-hunhoff
- extractor: fix IDA and vivisect string and bytes features overlap and tests #1327 #1336 @xusheng6
### capa explorer IDA Pro plugin
- rule generator plugin now loads faster when jumping between functions @stevemk14ebr
- fix exception when plugin loaded in IDA hosted under idat #1341 @mike-hunhoff
- improve embedded PE detection performance and reduce FP potential #1344 @mike-hunhoff
### Raw diffs
- [capa v5.0.0...v5.1.0](https://github.com/mandiant/capa/compare/v5.0.0...v5.1.0)
- [capa-rules v5.0.0...v5.1.0](https://github.com/mandiant/capa-rules/compare/v5.0.0...v5.1.0)
## v5.0.0 (2023-02-08)
This capa version comes with major improvements and additions to better handle .NET binaries. To showcase this we've updated and added over 30 .NET rules.
Additionally, capa now caches its rule set for better performance. The capa explorer also caches its analysis results, so that multiple IDA Pro or plugin invocations don't need to repeat the same analysis.
We have removed the SMDA backend and changed the program return codes to be positive numbers.
Other improvements to highlight include better ELF OS detection, various rendering bug fixes, and enhancements to the feature extraction. We've also added support for Python 3.11.
Thanks for all the support, especially to @jsoref, @bkojusner, @edeca, @richardweiss80, @joren485, @ryantxu1, @mwilliams31, @anushkavirgaonkar, @MalwareMechanic, @Still34, @dzbeck, @johnk3r, and everyone else who submitted bugs and provided feedback!
### New Features
- verify rule metadata format on load #1160 @mr-tz
- dotnet: emit property features #1168 @anushkavirgaonkar
- dotnet: emit API features for objects created via the newobj instruction #1186 @mike-hunhoff
- dotnet: emit API features for generic methods #1231 @mike-hunhoff
- Python 3.11 support #1192 @williballenthin
- dotnet: emit calls to/from MethodDef methods #1236 @mike-hunhoff
- dotnet: emit namespace/class features for ldvirtftn/ldftn instructions #1241 @mike-hunhoff
- dotnet: emit namespace/class features for type references #1242 @mike-hunhoff
- dotnet: extract dotnet and pe format #1187 @mr-tz
- don't render all library rule matches in vverbose output #1174 @mr-tz
- cache the rule set across invocations for better performance #1212 @williballenthin
- update ATT&CK/MBC data for linting #1297 @mr-tz
### Breaking Changes
- remove SMDA backend #1062 @williballenthin
- error return codes are now positive numbers #1269 @mr-tz
### New Rules (77)
- collection/use-dotnet-library-sharpclipboard @johnk3r
- data-manipulation/encryption/aes/use-dotnet-library-encryptdecryptutils @johnk3r
- data-manipulation/json/use-dotnet-library-newtonsoftjson @johnk3r
- data-manipulation/svg/use-dotnet-library-sharpvectors @johnk3r
- executable/resource/embed-dependencies-as-resources-using-fodycostura @johnk3r @mr-tz
- communication/ftp/send/send-file-using-ftp michael.hunhof@mandiant.com anushka.virgaonkar@mandiant.com
- nursery/extract-zip-archive anushka.virgaonkar@mandiant.com
- nursery/allocate-unmanaged-memory-in-dotnet michael.hunhoff@mandiant.com
- nursery/check-file-extension-in-dotnet michael.hunhoff@mandiant.com
- nursery/decode-data-using-base64-in-dotnet michael.hunhoff@mandiant.com
- nursery/deserialize-json-in-dotnet michael.hunhoff@mandiant.com
- nursery/find-data-using-regex-in-dotnet michael.hunhoff@mandiant.com
- nursery/generate-random-filename-in-dotnet michael.hunhoff@mandiant.com
- nursery/get-os-version-in-dotnet michael.hunhoff@mandiant.com
- nursery/load-xml-in-dotnet michael.hunhoff@mandiant.com
- nursery/manipulate-unmanaged-memory-in-dotnet michael.hunhoff@mandiant.com
- nursery/save-image-in-dotnet michael.hunhoff@mandiant.com
- nursery/send-email-in-dotnet michael.hunhoff@mandiant.com
- nursery/serialize-json-in-dotnet michael.hunhoff@mandiant.com
- nursery/set-http-user-agent-in-dotnet michael.hunhoff@mandiant.com
- nursery/compile-csharp-in-dotnet michael.hunhoff@mandiant.com
- nursery/compile-visual-basic-in-dotnet michael.hunhoff@mandiant.com
- nursery/compress-data-using-gzip-in-dotnet michael.hunhoff@mandiant.com
- nursery/execute-sqlite-statement-in-dotnet michael.hunhoff@mandiant.com
- nursery/execute-via-asynchronous-task-in-dotnet michael.hunhoff@mandiant.com
- nursery/execute-via-timer-in-dotnet michael.hunhoff@mandiant.com
- nursery/execute-wmi-query-in-dotnet michael.hunhoff@mandiant.com
- nursery/manipulate-network-credentials-in-dotnet michael.hunhoff@mandiant.com
- nursery/encrypt-data-using-aes william.ballenthin@mandiant.com Ivan Kwiatkowski (@JusticeRage)
- host-interaction/uac/bypass/bypass-uac-via-rpc david.cannings@pwc.com david@edeca.net
- nursery/check-for-vm-using-instruction-vpcext richard.weiss@mandiant.com
- nursery/get-windows-directory-from-kuser_shared_data david.cannings@pwc.com
- nursery/encrypt-data-using-openssl-dsa Ana06
- nursery/encrypt-data-using-openssl-ecdsa Ana06
- nursery/encrypt-data-using-openssl-rsa Ana06
- runtime/dotnet/execute-via-dotnet-startup-hook william.ballenthin@mandiant.com
- host-interaction/console/manipulate-console-buffer william.ballenthin@mandiant.com michael.hunhoff@mandiant.com
- nursery/access-wmi-data-in-dotnet michael.hunhoff@mandiant.com
- nursery/allocate-unmanaged-memory-via-dotnet michael.hunhoff@mandiant.com
- nursery/generate-random-bytes-in-dotnet michael.hunhoff@mandiant.com
- nursery/manipulate-console-window michael.hunhoff@mandiant.com
- nursery/obfuscated-with-koivm michael.hunhoff@mandiant.com
- nursery/implement-com-dll moritz.raabe@mandiant.com
- nursery/linked-against-libsodium @mr-tz
- compiler/nuitka/compiled-with-nuitka @williballenthin
- nursery/authenticate-data-with-md5-mac william.ballenthin@mandiant.com
- nursery/resolve-function-by-djb2-hash still@teamt5.org
- host-interaction/mutex/create-semaphore-on-linux @ramen0x3f
- host-interaction/mutex/lock-semaphore-on-linux @ramen0x3f
- host-interaction/mutex/unlock-semaphore-on-linux @ramen0x3f
- data-manipulation/hashing/sha384/hash-data-using-sha384 william.ballenthin@mandiant.com
- data-manipulation/hashing/sha512/hash-data-using-sha512 william.ballenthin@mandiant.com
- nursery/decode-data-using-url-encoding michael.hunhoff@mandiant.com
- nursery/manipulate-user-privileges michael.hunhoff@mandiant.com
- lib/get-os-version @mr-tz
- nursery/decrypt-data-using-tea william.ballenthin@mandiant.com
- nursery/encrypt-data-using-tea william.ballenthin@mandiant.com
- nursery/hash-data-using-whirlpool william.ballenthin@mandiant.com
- nursery/reference-base58-string william.ballenthin@mandiant.com
- communication/mailslot/create-mailslot william.ballenthin@mandiant.com
- executable/resource/access-dotnet-resource @mr-tz
- linking/static/linked-against-cpp-standard-library @mr-tz
- data-manipulation/compression/compress-data-using-lzo david@edeca.net david.cannings@pwc.com
- data-manipulation/compression/decompress-data-using-lzo david@edeca.net david.cannings@pwc.com
- communication/socket/tcp/create-tcp-socket-via-raw-afd-driver william.ballenthin@mandiant.com
- host-interaction/process/map-section-object william.ballenthin@mandiant.com
- lib/create-or-open-section-object william.ballenthin@mandiant.com
- load-code/dotnet/execute-dotnet-assembly-via-clr-host blas.kojusner@mandiant.com
- load-code/execute-vbscript-javascript-or-jscript-in-memory blas.kojusner@mandiant.com
- host-interaction/file-system/reference-absolute-stream-path-on-windows blas.kojusner@mandiant.com
- nursery/generate-method-via-reflection-in-dotnet michael.hunhoff@mandiant.com
- nursery/unmanaged-call-via-dynamic-pinvoke-in-dotnet michael.hunhoff@mandiant.com
### Bug Fixes
- render: convert feature attributes to aliased dictionary for vverbose #1152 @mike-hunhoff
- decouple Token dependency / extractor and features #1139 @mr-tz
- update pydantic model to guarantee type coercion #1176 @mike-hunhoff
- do not overwrite version in version.py during PyInstaller build #1169 @mr-tz
- render: fix vverbose rendering of offsets #1215 @williballenthin
- elf: better detect OS via GLIBC ABI version needed and dependencies #1221 @williballenthin
- dotnet: address unhandled exceptions with improved type checking #1230 @mike-hunhoff
- fix import-to-ida script formatting #1208 @williballenthin
- render: fix verbose rendering of scopes #1263 @williballenthin
- rules: better detect invalid rules #1282 @williballenthin
- show-features: better render strings with embedded whitespace #1267 @williballenthin
- handle vivisect bug around strings at instruction level, use min length 4 #1271 @williballenthin @mr-tz
- extractor: guard against invalid "calls from" features #1177 @mr-tz
- extractor: add format to global features #1258 @mr-tz
- extractor: discover all strings with length >= 4 #1280 @mr-tz
- extractor: don't extract byte features for strings #1293 @mr-tz
### capa explorer IDA Pro plugin
- fix: display instruction items #1154 @mr-tz
- fix: accept only plaintext pasted content #1194 @williballenthin
- fix: UnboundLocalError #1217 @williballenthin
- extractor: add support for COFF files and extern functions #1223 @mike-hunhoff
- doc: improve error messaging and documentation related to capa rule set #1249 @mike-hunhoff
- fix: assume 32-bit displacement for offsets #1250 @mike-hunhoff
- generator: refactor caching and matching #1251 @mike-hunhoff
- fix: improve exception handling to prevent IDA from locking up when errors occur #1262 @mike-hunhoff
- verify rule metadata using Pydantic #1167 @mr-tz
- extractor: make read consistent with file object behavior #1254 @mr-tz
- fix: UnboundLocalError x2 #1302 @mike-hunhoff
- cache capa results across IDA sessions #1279 @mr-tz
### Raw diffs
- [capa v4.0.1...v5.0.0](https://github.com/mandiant/capa/compare/v4.0.1...v5.0.0)
- [capa-rules v4.0.1...v5.0.0](https://github.com/mandiant/capa-rules/compare/v4.0.1...v5.0.0)
## v4.0.1 (2022-08-15)
Some rules contained invalid metadata fields that caused an error when rendering rule hits. We've updated all rules and enhanced the rule linter to catch such issues.
### New Rules (1)
- anti-analysis/obfuscation/obfuscated-with-vs-obfuscation jakub.jozwiak@mandiant.com
### Bug Fixes
- linter: use pydantic to validate rule metadata #1141 @mike-hunhoff
- build binaries using PyInstaller no longer overwrites functions in version.py #1136 @mr-tz
### Raw diffs
- [capa v4.0.0...v4.0.1](https://github.com/mandiant/capa/compare/v4.0.0...v4.0.1)
- [capa-rules v4.0.0...v4.0.1](https://github.com/mandiant/capa-rules/compare/v4.0.0...v4.0.1)
## v4.0.0 (2022-08-10)
Version 4 adds support for analyzing .NET executables. capa will autodetect .NET modules, or you can explicitly invoke the new feature extractor via `--format dotnet`. We've also extended the rule syntax for .NET features including `namespace` and `class`.
Additionally, new `instruction` scope and `operand` features enable users to create more explicit rules. These features are not backwards compatible. We removed the previously used `/x32` and `/x64` flavors of number and operand features.
We updated 49 existing rules and added 22 new rules leveraging these new features and characteristics to detect capabilities seen in .NET malware.
More breaking changes include updates to the JSON results document, freeze file format schema (now format version v2), and the internal handling of addresses.
Thanks for all the support, especially to @htnhan, @jtothej, @sara-rn, @anushkavirgaonkar, and @_re_fox!
*Deprecation warning: v4.0 will be the last capa version to support the SMDA backend.*
### New Features
- add new scope "instruction" for matching mnemonics and operands #767 @williballenthin
- add new feature "operand[{0, 1, 2}].number" for matching instruction operand immediate values #767 @williballenthin
- add new feature "operand[{0, 1, 2}].offset" for matching instruction operand offsets #767 @williballenthin
- extract additional offset/number features in certain circumstances #320 @williballenthin
- add detection and basic feature extraction for dotnet #987 @mr-tz, @mike-hunhoff, @williballenthin
- add file string extraction for dotnet files #1012 @mike-hunhoff
- add file function-name extraction for dotnet files #1015 @mike-hunhoff
- add unmanaged call characteristic for dotnet files #1023 @mike-hunhoff
- add mixed mode characteristic feature extraction for dotnet files #1024 @mike-hunhoff
- emit class and namespace features for dotnet files #1030 @mike-hunhoff
- render: support Addresses that aren't simple integers, like .NET token+offset #981 @williballenthin
- document rule tags and branches #1006 @williballenthin, @mr-tz
### Breaking Changes
- instruction scope and operand feature are new and are not backwards compatible with older versions of capa
- Python 3.7 is now the minimum supported Python version #866 @williballenthin
- remove /x32 and /x64 flavors of number and operand features #932 @williballenthin
- the tool now accepts multiple paths to rules, and JSON doc updated accordingly @williballenthin
- extractors must use handles to identify functions/basic blocks/instructions #981 @williballenthin
- the freeze file format schema was updated, including format version bump to v2 #986 @williballenthin
Deprecation notice: as described in [#937](https://github.com/mandiant/capa/issues/937), we plan to remove the SMDA backend for v5. If you rely on this backend, please reach out so we can discuss extending the support for SMDA or transitioning your workflow to use vivisect.
### New Rules (30)
- data-manipulation/encryption/aes/manually-build-aes-constants huynh.t.nhan@gmail.com
- nursery/get-process-image-filename michael.hunhoff@mandiant.com
- compiler/v/compiled-with-v jakub.jozwiak@mandiant.com
- compiler/zig/compiled-with-zig jakub.jozwiak@mandiant.com
- anti-analysis/packer/huan/packed-with-huan jakub.jozwiak@mandiant.com
- internal/limitation/file/internal-dotnet-file-limitation william.ballenthin@mandiant.com
- nursery/get-os-information-via-kuser_shared_data @mr-tz
- load-code/pe/resolve-function-by-parsing-PE-exports @sara-rn
- anti-analysis/packer/huan/packed-with-huan jakub.jozwiak@mandiant.com
- nursery/execute-dotnet-assembly anushka.virgaonkar@mandiant.com
- nursery/invoke-dotnet-assembly-method anushka.virgaonkar@mandiant.com
- collection/screenshot/capture-screenshot-via-keybd-event @_re_fox
- collection/browser/gather-chrome-based-browser-login-information @_re_fox
- nursery/power-down-monitor michael.hunhoff@mandiant.com
- nursery/hash-data-using-aphash @_re_fox
- nursery/hash-data-using-jshash @_re_fox
- host-interaction/file-system/files/list/enumerate-files-on-windows moritz.raabe@mandiant.com anushka.virgaonkar@mandiant.com
- nursery/check-clipboard-data anushka.virgaonkar@mandiant.com
- nursery/clear-clipboard-data anushka.virgaonkar@mandiant.com
- nursery/compile-dotnet-assembly anushka.virgaonkar@mandiant.com
- nursery/create-process-via-wmi anushka.virgaonkar@mandiant.com
- nursery/display-service-notification-message-box anushka.virgaonkar@mandiant.com
- nursery/find-process-by-name anushka.virgaonkar@mandiant.com
- nursery/generate-random-numbers-in-dotnet anushka.virgaonkar@mandiant.com
- nursery/send-keystrokes anushka.virgaonkar@mandiant.com
- nursery/send-request-in-dotnet anushka.virgaonakr@mandiant.com
- nursery/terminate-process-by-name-in-dotnet anushka.virgaonkar@mandiant.com
- nursery/hash-data-using-rshash @_re_fox
- persistence/authentication-process/act-as-credential-manager-dll jakub.jozwiak@mandiant.com
- persistence/authentication-process/act-as-password-filter-dll jakub.jozwiak@mandiant.com
### Bug Fixes
- improve handling _ prefix compile/link artifact #924 @mike-hunhoff
- better detect OS in ELF samples #988 @williballenthin
- display number feature zero in vverbose #1097 @mike-hunhoff
### capa explorer IDA Pro plugin
- improve file format extraction #918 @mike-hunhoff
- remove decorators added by IDA to ELF imports #919 @mike-hunhoff
- bug fixes for Address abstraction #1091 @mike-hunhoff
### Development
### Raw diffs
- [capa v3.2.0...v4.0.0](https://github.com/mandiant/capa/compare/v3.2.0...master)
- [capa-rules v3.2.0...v4.0.0](https://github.com/mandiant/capa-rules/compare/v3.2.0...master)
## v3.2.1 (2022-06-06)
This out-of-band release bumps the SMDA dependency version to enable installation on Python 3.10.
This release bumps the SMDA dependency version to enable installation on Python 3.10.
### Bug Fixes
@@ -1523,7 +1141,7 @@ Download a standalone binary below and checkout the readme [here on GitHub](http
- setup: pin vivisect version @williballenthin
- setup: bump vivisect dependency version @williballenthin
- setup: set Python project name to `flare-capa` @williballenthin
- ci: run tests and linter via GitHub Actions @Ana06
- ci: run tests and linter via Github Actions @Ana06
- hooks: run style checkers and hide stashed output @Ana06
- linter: ignore period in rule filename @williballenthin
- linter: warn on nursery rule with no changes needed @williballenthin

View File

@@ -187,7 +187,7 @@
same "printed page" as the copyright notice for easier
identification within third-party archives.
Copyright (C) 2023 Mandiant, Inc.
Copyright (C) 2020 Mandiant, Inc.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.

View File

@@ -2,20 +2,19 @@
[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/flare-capa)](https://pypi.org/project/flare-capa)
[![Last release](https://img.shields.io/github/v/release/mandiant/capa)](https://github.com/mandiant/capa/releases)
[![Number of rules](https://img.shields.io/badge/rules-823-blue.svg)](https://github.com/mandiant/capa-rules)
[![Number of rules](https://img.shields.io/badge/rules-661-blue.svg)](https://github.com/mandiant/capa-rules)
[![CI status](https://github.com/mandiant/capa/workflows/CI/badge.svg)](https://github.com/mandiant/capa/actions?query=workflow%3ACI+event%3Apush+branch%3Amaster)
[![Downloads](https://img.shields.io/github/downloads/mandiant/capa/total)](https://github.com/mandiant/capa/releases)
[![License](https://img.shields.io/badge/license-Apache--2.0-green.svg)](LICENSE.txt)
capa detects capabilities in executable files.
You run it against a PE, ELF, .NET module, or shellcode file and it tells you what it thinks the program can do.
You run it against a PE, ELF, or shellcode file and it tells you what it thinks the program can do.
For example, it might suggest that the file is a backdoor, is capable of installing services, or relies on HTTP to communicate.
Check out:
- the overview in our first [capa blog post](https://www.mandiant.com/resources/capa-automatically-identify-malware-capabilities)
- the major version 2.0 updates described in our [second blog post](https://www.mandiant.com/resources/capa-2-better-stronger-faster)
- the major version 3.0 (ELF support) described in the [third blog post](https://www.mandiant.com/resources/elfant-in-the-room-capa-v3)
- the major version 4.0 (.NET support) described in the [fourth blog post](https://www.mandiant.com/resources/blog/capa-v4-casting-wider-net)
- the overview in our first [capa blog post](https://www.fireeye.com/blog/threat-research/2020/07/capa-automatically-identify-malware-capabilities.html)
- the major version 2.0 updates described in our [second blog post](https://www.fireeye.com/blog/threat-research/2021/07/capa-2-better-stronger-faster.html)
- the major version 3.0 (ELF support) described in the [third blog post](https://www.fireeye.com/blog/threat-research/2021/09/elfant-in-the-room-capa-v3.html)
```
$ capa.exe suspicious.exe
@@ -96,32 +95,23 @@ author matthew.williams@mandiant.com
scope function
att&ck Execution::Command and Scripting Interpreter::Windows Command Shell [T1059.003]
references https://docs.microsoft.com/en-us/windows/win32/api/processthreadsapi/ns-processthreadsapi-startupinfoa
function @ 0x4011C0
examples Practical Malware Analysis Lab 14-02.exe_:0x4011C0
function @ 0x10003A13
and:
match: create a process with modified I/O handles and window @ 0x4011C0
match: create a process with modified I/O handles and window @ 0x10003A13
and:
number: 257 = STARTF_USESTDHANDLES | STARTF_USESHOWWINDOW @ 0x4012B8
or:
number: 68 = StartupInfo.cb (size) @ 0x401282
or: = API functions that accept a pointer to a STARTUPINFO structure
api: kernel32.CreateProcess @ 0x401343
match: create pipe @ 0x4011C0
api: kernel32.CreateProcess @ 0x10003D6D
number: 0x101 @ 0x10003B03
or:
number: 0x44 @ 0x10003ADC
optional:
api: kernel32.GetStartupInfo @ 0x10003AE4
match: create pipe @ 0x10003A13
or:
api: kernel32.CreatePipe @ 0x40126F, 0x401280
optional:
match: create thread @ 0x40136A, 0x4013BA
or:
and:
os: windows
or:
api: kernel32.CreateThread @ 0x4013D7
or:
and:
os: windows
or:
api: kernel32.CreateThread @ 0x401395
api: kernel32.CreatePipe @ 0x10003ACB
or:
string: "cmd.exe" @ 0x4012FD
string: cmd.exe /c @ 0x10003AED
...
```
@@ -137,28 +127,18 @@ rule:
meta:
name: hash data with CRC32
namespace: data-manipulation/checksum/crc32
authors:
- moritz.raabe@mandiant.com
author: moritz.raabe@mandiant.com
scope: function
mbc:
- Data::Checksum::CRC32 [C0032.001]
examples:
- 2D3EDC218A90F03089CC01715A9F047F:0x403CBD
- 7D28CB106CB54876B2A5C111724A07CD:0x402350 # RtlComputeCrc32
- 7EFF498DE13CC734262F87E6B3EF38AB:0x100084A6
features:
- or:
- and:
- mnemonic: shr
- or:
- number: 0xEDB88320
- bytes: 00 00 00 00 96 30 07 77 2C 61 0E EE BA 51 09 99 19 C4 6D 07 8F F4 6A 70 35 A5 63 E9 A3 95 64 9E = crc32_tab
- number: 0xEDB88320
- number: 8
- characteristic: nzxor
- and:
- number: 0x8320
- number: 0xEDB8
- characteristic: nzxor
- api: RtlComputeCrc32
```

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -8,12 +8,11 @@
import copy
import collections
from typing import TYPE_CHECKING, Set, Dict, List, Tuple, Union, Mapping, Iterable, Iterator
from typing import TYPE_CHECKING, Set, Dict, List, Tuple, Mapping, Iterable
import capa.perf
import capa.features.common
from capa.features.common import Result, Feature
from capa.features.address import Address
if TYPE_CHECKING:
# circular import, otherwise
@@ -27,7 +26,7 @@ if TYPE_CHECKING:
# to collect the locations of a feature, do: `features[Number(0x10)]`
#
# aliased here so that the type can be documented and xref'd.
FeatureSet = Dict[Feature, Set[Address]]
FeatureSet = Dict[Feature, Set[int]]
class Statement:
@@ -38,17 +37,15 @@ class Statement:
"""
def __init__(self, description=None):
super().__init__()
super(Statement, self).__init__()
self.name = self.__class__.__name__
self.description = description
def __str__(self):
name = self.name.lower()
children = ",".join(map(str, self.get_children()))
if self.description:
return f"{name}({children} = {self.description})"
return "%s(%s = %s)" % (self.name.lower(), ",".join(map(str, self.get_children())), self.description)
else:
return f"{name}({children})"
return "%s(%s)" % (self.name.lower(), ",".join(map(str, self.get_children())))
def __repr__(self):
return str(self)
@@ -62,28 +59,21 @@ class Statement:
"""
raise NotImplementedError()
def get_children(self) -> Iterator[Union["Statement", Feature]]:
def get_children(self):
if hasattr(self, "child"):
# this really confuses mypy because the property may not exist
# since its defined in the subclasses.
child = self.child # type: ignore
assert isinstance(child, (Statement, Feature))
yield child
yield self.child
if hasattr(self, "children"):
for child in self.children:
assert isinstance(child, (Statement, Feature))
for child in getattr(self, "children"):
yield child
def replace_child(self, existing, new):
if hasattr(self, "child"):
# this really confuses mypy because the property may not exist
# since its defined in the subclasses.
if self.child is existing: # type: ignore
if self.child is existing:
self.child = new
if hasattr(self, "children"):
children = self.children
children = getattr(self, "children")
for i, child in enumerate(children):
if child is existing:
children[i] = new
@@ -99,7 +89,7 @@ class And(Statement):
"""
def __init__(self, children, description=None):
super().__init__(description=description)
super(And, self).__init__(description=description)
self.children = children
def evaluate(self, ctx, short_circuit=True):
@@ -132,7 +122,7 @@ class Or(Statement):
"""
def __init__(self, children, description=None):
super().__init__(description=description)
super(Or, self).__init__(description=description)
self.children = children
def evaluate(self, ctx, short_circuit=True):
@@ -159,7 +149,7 @@ class Not(Statement):
"""match only if the child evaluates to False."""
def __init__(self, child, description=None):
super().__init__(description=description)
super(Not, self).__init__(description=description)
self.child = child
def evaluate(self, ctx, short_circuit=True):
@@ -181,7 +171,7 @@ class Some(Statement):
"""
def __init__(self, count, children, description=None):
super().__init__(description=description)
super(Some, self).__init__(description=description)
self.count = count
self.children = children
@@ -217,7 +207,7 @@ class Range(Statement):
"""match if the child is contained in the ctx set with a count in the given range."""
def __init__(self, child, min=None, max=None, description=None):
super().__init__(description=description)
super(Range, self).__init__(description=description)
self.child = child
self.min = min if min is not None else 0
self.max = max if max is not None else (1 << 64 - 1)
@@ -234,9 +224,9 @@ class Range(Statement):
def __str__(self):
if self.max == (1 << 64 - 1):
return f"range({str(self.child)}, min={self.min}, max=infinity)"
return "range(%s, min=%d, max=infinity)" % (str(self.child), self.min)
else:
return f"range({str(self.child)}, min={self.min}, max={self.max})"
return "range(%s, min=%d, max=%d)" % (str(self.child), self.min, self.max)
class Subscope(Statement):
@@ -245,8 +235,8 @@ class Subscope(Statement):
the engine should preprocess rules to extract subscope statements into their own rules.
"""
def __init__(self, scope, child, description=None):
super().__init__(description=description)
def __init__(self, scope, child):
super(Subscope, self).__init__()
self.scope = scope
self.child = child
@@ -267,10 +257,10 @@ class Subscope(Statement):
# inspect(match_details)
#
# aliased here so that the type can be documented and xref'd.
MatchResults = Mapping[str, List[Tuple[Address, Result]]]
MatchResults = Mapping[str, List[Tuple[int, Result]]]
def index_rule_matches(features: FeatureSet, rule: "capa.rules.Rule", locations: Iterable[Address]):
def index_rule_matches(features: FeatureSet, rule: "capa.rules.Rule", locations: Iterable[int]):
"""
record into the given featureset that the given rule matched at the given locations.
@@ -287,7 +277,7 @@ def index_rule_matches(features: FeatureSet, rule: "capa.rules.Rule", locations:
namespace, _, _ = namespace.rpartition("/")
def match(rules: List["capa.rules.Rule"], features: FeatureSet, addr: Address) -> Tuple[FeatureSet, MatchResults]:
def match(rules: List["capa.rules.Rule"], features: FeatureSet, va: int) -> Tuple[FeatureSet, MatchResults]:
"""
match the given rules against the given features,
returning an updated set of features and the matches.
@@ -325,10 +315,10 @@ def match(rules: List["capa.rules.Rule"], features: FeatureSet, addr: Address) -
# sanity check
assert bool(res) is True
results[rule.name].append((addr, res))
results[rule.name].append((va, res))
# we need to update the current `features`
# because subsequent iterations of this loop may use newly added features,
# such as rule or namespace matches.
index_rule_matches(features, rule, [addr])
index_rule_matches(features, rule, [va])
return (features, results)

View File

@@ -1,21 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
class UnsupportedRuntimeError(RuntimeError):
pass
class UnsupportedFormatError(ValueError):
pass
class UnsupportedArchError(ValueError):
pass
class UnsupportedOSError(ValueError):
pass

View File

@@ -1,121 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import abc
class Address(abc.ABC):
@abc.abstractmethod
def __eq__(self, other):
...
@abc.abstractmethod
def __lt__(self, other):
# implement < so that addresses can be sorted from low to high
...
@abc.abstractmethod
def __hash__(self):
# implement hash so that addresses can be used in sets and dicts
...
@abc.abstractmethod
def __repr__(self):
# implement repr to help during debugging
...
class AbsoluteVirtualAddress(int, Address):
"""an absolute memory address"""
def __new__(cls, v):
assert v >= 0
return int.__new__(cls, v)
def __repr__(self):
return f"absolute(0x{self:x})"
def __hash__(self):
return int.__hash__(self)
class RelativeVirtualAddress(int, Address):
"""a memory address relative to a base address"""
def __repr__(self):
return f"relative(0x{self:x})"
def __hash__(self):
return int.__hash__(self)
class FileOffsetAddress(int, Address):
"""an address relative to the start of a file"""
def __new__(cls, v):
assert v >= 0
return int.__new__(cls, v)
def __repr__(self):
return f"file(0x{self:x})"
def __hash__(self):
return int.__hash__(self)
class DNTokenAddress(int, Address):
"""a .NET token"""
def __new__(cls, token: int):
return int.__new__(cls, token)
def __repr__(self):
return f"token(0x{self:x})"
def __hash__(self):
return int.__hash__(self)
class DNTokenOffsetAddress(Address):
"""an offset into an object specified by a .NET token"""
def __init__(self, token: int, offset: int):
assert offset >= 0
self.token = token
self.offset = offset
def __eq__(self, other):
return (self.token, self.offset) == (other.token, other.offset)
def __lt__(self, other):
return (self.token, self.offset) < (other.token, other.offset)
def __hash__(self):
return hash((self.token, self.offset))
def __repr__(self):
return f"token(0x{self.token:x})+(0x{self.offset:x})"
def __index__(self):
return self.token + self.offset
class _NoAddress(Address):
def __eq__(self, other):
return True
def __lt__(self, other):
return False
def __hash__(self):
return hash(0)
def __repr__(self):
return "no address"
NO_ADDRESS = _NoAddress()

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -10,11 +10,18 @@ from capa.features.common import Feature
class BasicBlock(Feature):
def __init__(self, description=None):
super().__init__(0, description=description)
def __init__(self):
super(BasicBlock, self).__init__(None)
def __str__(self):
return "basic block"
def get_value_str(self):
return ""
def freeze_serialize(self):
return (self.__class__.__name__, [])
@classmethod
def freeze_deserialize(cls, args):
return cls()

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,12 +7,10 @@
# See the License for the specific language governing permissions and limitations under the License.
import re
import abc
import codecs
import typing
import logging
import collections
from typing import TYPE_CHECKING, Set, Dict, List, Union, Optional
from typing import TYPE_CHECKING, Set, Dict, List, Union
if TYPE_CHECKING:
# circular import, otherwise
@@ -21,7 +19,6 @@ if TYPE_CHECKING:
import capa.perf
import capa.features
import capa.features.extractors.elf
from capa.features.address import Address
logger = logging.getLogger(__name__)
MAX_BYTES_FEATURE_SIZE = 0x100
@@ -30,14 +27,6 @@ MAX_BYTES_FEATURE_SIZE = 0x100
THUNK_CHAIN_DEPTH_DELTA = 5
class FeatureAccess:
READ = "read"
WRITE = "write"
VALID_FEATURE_ACCESS = (FeatureAccess.READ, FeatureAccess.WRITE)
def bytes_to_str(b: bytes) -> str:
return str(codecs.encode(b, "hex").decode("utf-8"))
@@ -80,13 +69,20 @@ class Result:
success: bool,
statement: Union["capa.engine.Statement", "Feature"],
children: List["Result"],
locations: Optional[Set[Address]] = None,
locations=None,
):
super().__init__()
"""
args:
success (bool)
statement (capa.engine.Statement or capa.features.Feature)
children (list[Result])
locations (iterable[VA])
"""
super(Result, self).__init__()
self.success = success
self.statement = statement
self.children = children
self.locations = locations if locations is not None else set()
self.locations = locations if locations is not None else ()
def __eq__(self, other):
if isinstance(other, bool):
@@ -100,111 +96,100 @@ class Result:
return self.success
class Feature(abc.ABC): # noqa: B024
# this is an abstract class, since we don't want anyone to instantiate it directly,
# but it doesn't have any abstract methods.
def __init__(
self,
value: Union[str, int, float, bytes],
description: Optional[str] = None,
):
class Feature:
def __init__(self, value: Union[str, int, bytes], bitness=None, description=None):
"""
Args:
value (any): the value of the feature, such as the number or string.
bitness (str): one of the VALID_BITNESS values, or None.
When None, then the feature applies to any bitness.
Modifies the feature name from `feature` to `feature/bitness`, like `offset/x32`.
description (str): a human-readable description that explains the feature value.
"""
super().__init__()
super(Feature, self).__init__()
if bitness is not None:
if bitness not in VALID_BITNESS:
raise ValueError("bitness '%s' must be one of %s" % (bitness, VALID_BITNESS))
self.name = self.__class__.__name__.lower() + "/" + bitness
else:
self.name = self.__class__.__name__.lower()
self.name = self.__class__.__name__.lower()
self.value = value
self.bitness = bitness
self.description = description
def __hash__(self):
return hash((self.name, self.value))
return hash((self.name, self.value, self.bitness))
def __eq__(self, other):
return self.name == other.name and self.value == other.value
def __lt__(self, other):
# implementing sorting by serializing to JSON is a huge hack.
# its slow, inelegant, and probably doesn't work intuitively;
# however, we only use it for deterministic output, so it's good enough for now.
# circular import
# we should fix if this wasn't already a huge hack.
import capa.features.freeze.features
return (
capa.features.freeze.features.feature_from_capa(self).json()
< capa.features.freeze.features.feature_from_capa(other).json()
)
def get_name_str(self) -> str:
"""
render the name of this feature, for use by `__str__` and friends.
subclasses should override to customize the rendering.
"""
return self.name
return self.name == other.name and self.value == other.value and self.bitness == other.bitness
def get_value_str(self) -> str:
"""
render the value of this feature, for use by `__str__` and friends.
subclasses should override to customize the rendering.
Returns: any
"""
return str(self.value)
def __str__(self):
if self.value is not None:
if self.description:
return f"{self.get_name_str()}({self.get_value_str()} = {self.description})"
return "%s(%s = %s)" % (self.name, self.get_value_str(), self.description)
else:
return f"{self.get_name_str()}({self.get_value_str()})"
return "%s(%s)" % (self.name, self.get_value_str())
else:
return f"{self.get_name_str()}"
return "%s" % self.name
def __repr__(self):
return str(self)
def evaluate(self, ctx: Dict["Feature", Set[Address]], **kwargs) -> Result:
def evaluate(self, ctx: Dict["Feature", Set[int]], **kwargs) -> Result:
capa.perf.counters["evaluate.feature"] += 1
capa.perf.counters["evaluate.feature." + self.name] += 1
return Result(self in ctx, self, [], locations=ctx.get(self, set()))
return Result(self in ctx, self, [], locations=ctx.get(self, []))
def freeze_serialize(self):
if self.bitness is not None:
return (self.__class__.__name__, [self.value, {"bitness": self.bitness}])
else:
return (self.__class__.__name__, [self.value])
@classmethod
def freeze_deserialize(cls, args):
# as you can see below in code,
# if the last argument is a dictionary,
# consider it to be kwargs passed to the feature constructor.
if len(args) == 1:
return cls(*args)
elif isinstance(args[-1], dict):
kwargs = args[-1]
args = args[:-1]
return cls(*args, **kwargs)
class MatchedRule(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(MatchedRule, self).__init__(value, description=description)
self.name = "match"
class Characteristic(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(Characteristic, self).__init__(value, description=description)
class String(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
def get_value_str(self) -> str:
assert isinstance(self.value, str)
return escape_string(self.value)
class Class(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
class Namespace(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(String, self).__init__(value, description=description)
class Substring(String):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(Substring, self).__init__(value, description=description)
self.value = value
def evaluate(self, ctx, short_circuit=True):
@@ -213,9 +198,8 @@ class Substring(String):
# mapping from string value to list of locations.
# will unique the locations later on.
matches: typing.DefaultDict[str, Set[Address]] = collections.defaultdict(set)
matches = collections.defaultdict(list)
assert isinstance(self.value, str)
for feature, locations in ctx.items():
if not isinstance(feature, (String,)):
continue
@@ -225,32 +209,32 @@ class Substring(String):
raise ValueError("unexpected feature value type")
if self.value in feature.value:
matches[feature.value].update(locations)
matches[feature.value].extend(locations)
if short_circuit:
# we found one matching string, thats sufficient to match.
# don't collect other matching strings in this mode.
break
if matches:
# finalize: defaultdict -> dict
# which makes json serialization easier
matches = dict(matches)
# collect all locations
locations = set()
for locs in matches.values():
locations.update(locs)
for s in matches.keys():
matches[s] = list(set(matches[s]))
locations.update(matches[s])
# unlike other features, we cannot return put a reference to `self` directly in a `Result`.
# this is because `self` may match on many strings, so we can't stuff the matched value into it.
# instead, return a new instance that has a reference to both the substring and the matched values.
return Result(True, _MatchedSubstring(self, dict(matches)), [], locations=locations)
return Result(True, _MatchedSubstring(self, matches), [], locations=locations)
else:
return Result(False, _MatchedSubstring(self, {}), [])
def get_value_str(self) -> str:
assert isinstance(self.value, str)
return escape_string(self.value)
return Result(False, _MatchedSubstring(self, None), [])
def __str__(self):
assert isinstance(self.value, str)
return f"substring({escape_string(self.value)})"
return "substring(%s)" % self.value
class _MatchedSubstring(Substring):
@@ -261,13 +245,13 @@ class _MatchedSubstring(Substring):
note: this type should only ever be constructed by `Substring.evaluate()`. it is not part of the public API.
"""
def __init__(self, substring: Substring, matches: Dict[str, Set[Address]]):
def __init__(self, substring: Substring, matches):
"""
args:
substring: the substring feature that matches.
match: mapping from matching string to its locations.
substring (Substring): the substring feature that matches.
match (Dict[string, List[int]]|None): mapping from matching string to its locations.
"""
super().__init__(str(substring.value), description=substring.description)
super(_MatchedSubstring, self).__init__(str(substring.value), description=substring.description)
# we want this to collide with the name of `Substring` above,
# so that it works nicely with the renderers.
self.name = "substring"
@@ -275,14 +259,15 @@ class _MatchedSubstring(Substring):
self.matches = matches
def __str__(self):
matches = ", ".join(f'"{s}"' for s in (self.matches or {}).keys())
assert isinstance(self.value, str)
return f'substring("{self.value}", matches = {matches})'
return 'substring("%s", matches = %s)' % (
self.value,
", ".join(map(lambda s: '"' + s + '"', (self.matches or {}).keys())),
)
class Regex(String):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(Regex, self).__init__(value, description=description)
self.value = value
pat = self.value[len("/") : -len("/")]
@@ -292,12 +277,12 @@ class Regex(String):
flags |= re.IGNORECASE
try:
self.re = re.compile(pat, flags)
except re.error as exc:
except re.error:
if value.endswith("/i"):
value = value[: -len("i")]
raise ValueError(
f"invalid regular expression: {value} it should use Python syntax, try it at https://pythex.org"
) from exc
"invalid regular expression: %s it should use Python syntax, try it at https://pythex.org" % value
)
def evaluate(self, ctx, short_circuit=True):
capa.perf.counters["evaluate.feature"] += 1
@@ -305,7 +290,7 @@ class Regex(String):
# mapping from string value to list of locations.
# will unique the locations later on.
matches: typing.DefaultDict[str, Set[Address]] = collections.defaultdict(set)
matches = collections.defaultdict(list)
for feature, locations in ctx.items():
if not isinstance(feature, (String,)):
@@ -320,29 +305,33 @@ class Regex(String):
# using this mode cleans is more convenient for rule authors,
# so that they don't have to prefix/suffix their terms like: /.*foo.*/.
if self.re.search(feature.value):
matches[feature.value].update(locations)
matches[feature.value].extend(locations)
if short_circuit:
# we found one matching string, thats sufficient to match.
# don't collect other matching strings in this mode.
break
if matches:
# finalize: defaultdict -> dict
# which makes json serialization easier
matches = dict(matches)
# collect all locations
locations = set()
for locs in matches.values():
locations.update(locs)
for s in matches.keys():
matches[s] = list(set(matches[s]))
locations.update(matches[s])
# unlike other features, we cannot return put a reference to `self` directly in a `Result`.
# this is because `self` may match on many strings, so we can't stuff the matched value into it.
# instead, return a new instance that has a reference to both the regex and the matched values.
# see #262.
return Result(True, _MatchedRegex(self, dict(matches)), [], locations=locations)
return Result(True, _MatchedRegex(self, matches), [], locations=locations)
else:
return Result(False, _MatchedRegex(self, {}), [])
return Result(False, _MatchedRegex(self, None), [])
def __str__(self):
assert isinstance(self.value, str)
return f"regex(string =~ {self.value})"
return "regex(string =~ %s)" % self.value
class _MatchedRegex(Regex):
@@ -353,13 +342,13 @@ class _MatchedRegex(Regex):
note: this type should only ever be constructed by `Regex.evaluate()`. it is not part of the public API.
"""
def __init__(self, regex: Regex, matches: Dict[str, Set[Address]]):
def __init__(self, regex: Regex, matches):
"""
args:
regex: the regex feature that matches.
matches: mapping from matching string to its locations.
regex (Regex): the regex feature that matches.
match (Dict[string, List[int]]|None): mapping from matching string to its locations.
"""
super().__init__(str(regex.value), description=regex.description)
super(_MatchedRegex, self).__init__(str(regex.value), description=regex.description)
# we want this to collide with the name of `Regex` above,
# so that it works nicely with the renderers.
self.name = "regex"
@@ -367,9 +356,10 @@ class _MatchedRegex(Regex):
self.matches = matches
def __str__(self):
matches = ", ".join(f'"{s}"' for s in (self.matches or {}).keys())
assert isinstance(self.value, str)
return f"regex(string =~ {self.value}, matches = {matches})"
return "regex(string =~ %s, matches = %s)" % (
self.value,
", ".join(map(lambda s: '"' + s + '"', (self.matches or {}).keys())),
)
class StringFactory:
@@ -381,90 +371,73 @@ class StringFactory:
class Bytes(Feature):
def __init__(self, value: bytes, description=None):
super().__init__(value, description=description)
super(Bytes, self).__init__(value, description=description)
self.value = value
def evaluate(self, ctx, **kwargs):
capa.perf.counters["evaluate.feature"] += 1
capa.perf.counters["evaluate.feature.bytes"] += 1
assert isinstance(self.value, bytes)
for feature, locations in ctx.items():
if not isinstance(feature, (Bytes,)):
continue
assert isinstance(feature.value, bytes)
if feature.value.startswith(self.value):
return Result(True, self, [], locations=locations)
return Result(False, self, [])
def get_value_str(self):
assert isinstance(self.value, bytes)
return hex_string(bytes_to_str(self.value))
def freeze_serialize(self):
return (self.__class__.__name__, [bytes_to_str(self.value).upper()])
@classmethod
def freeze_deserialize(cls, args):
return cls(*[codecs.decode(x, "hex") for x in args])
# identifiers for supported bitness names that tweak a feature
# for example, offset/x32
BITNESS_X32 = "x32"
BITNESS_X64 = "x64"
VALID_BITNESS = (BITNESS_X32, BITNESS_X64)
# other candidates here: https://docs.microsoft.com/en-us/windows/win32/debug/pe-format#machine-types
ARCH_I386 = "i386"
ARCH_AMD64 = "amd64"
# dotnet
ARCH_ANY = "any"
VALID_ARCH = (ARCH_I386, ARCH_AMD64, ARCH_ANY)
VALID_ARCH = (ARCH_I386, ARCH_AMD64)
class Arch(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(Arch, self).__init__(value, description=description)
self.name = "arch"
OS_WINDOWS = "windows"
OS_LINUX = "linux"
OS_MACOS = "macos"
# dotnet
OS_ANY = "any"
VALID_OS = {os.value for os in capa.features.extractors.elf.OS}
VALID_OS.update({OS_WINDOWS, OS_LINUX, OS_MACOS, OS_ANY})
# internal only, not to be used in rules
OS_AUTO = "auto"
VALID_OS.update({OS_WINDOWS, OS_LINUX, OS_MACOS})
class OS(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(OS, self).__init__(value, description=description)
self.name = "os"
def evaluate(self, ctx, **kwargs):
capa.perf.counters["evaluate.feature"] += 1
capa.perf.counters["evaluate.feature." + self.name] += 1
for feature, locations in ctx.items():
if not isinstance(feature, (OS,)):
continue
assert isinstance(feature.value, str)
if OS_ANY in (self.value, feature.value) or self.value == feature.value:
return Result(True, self, [], locations=locations)
return Result(False, self, [])
FORMAT_PE = "pe"
FORMAT_ELF = "elf"
FORMAT_DOTNET = "dotnet"
VALID_FORMAT = (FORMAT_PE, FORMAT_ELF, FORMAT_DOTNET)
# internal only, not to be used in rules
FORMAT_AUTO = "auto"
FORMAT_SC32 = "sc32"
FORMAT_SC64 = "sc64"
FORMAT_FREEZE = "freeze"
FORMAT_RESULT = "result"
FORMAT_UNKNOWN = "unknown"
VALID_FORMAT = (FORMAT_PE, FORMAT_ELF)
class Format(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
super(Format, self).__init__(value, description=description)
self.name = "format"

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,60 +7,23 @@
# See the License for the specific language governing permissions and limitations under the License.
import abc
import dataclasses
from typing import Any, Dict, Tuple, Union, Iterator
from dataclasses import dataclass
from typing import Tuple, Iterator, SupportsInt
import capa.features.address
from capa.features.common import Feature
from capa.features.address import Address, AbsoluteVirtualAddress
# feature extractors may reference functions, BBs, insns by opaque handle values.
# you can use the `.address` property to get and render the address of the feature.
# the only requirement of these handles are that they support `__int__`,
# so that they can be rendered as addresses.
#
# these handles are only consumed by routines on
# the feature extractor from which they were created.
@dataclass
class FunctionHandle:
"""reference to a function recognized by a feature extractor.
Attributes:
address: the address of the function.
inner: extractor-specific data.
ctx: a context object for the extractor.
"""
address: Address
inner: Any
ctx: Dict[str, Any] = dataclasses.field(default_factory=dict)
@dataclass
class BBHandle:
"""reference to a basic block recognized by a feature extractor.
Attributes:
address: the address of the basic block start address.
inner: extractor-specific data.
"""
address: Address
inner: Any
@dataclass
class InsnHandle:
"""reference to a instruction recognized by a feature extractor.
Attributes:
address: the address of the instruction address.
inner: extractor-specific data.
"""
address: Address
inner: Any
#
# int(FunctionHandle) -> function start address
# int(BBHandle) -> BasicBlock start address
# int(InsnHandle) -> instruction address
FunctionHandle = SupportsInt
BBHandle = SupportsInt
InsnHandle = SupportsInt
class FeatureExtractor:
@@ -87,21 +50,17 @@ class FeatureExtractor:
# for example, the Vivisect feature extract might require the vw and/or path.
# this base class doesn't know what to do with that info, though.
#
super().__init__()
super(FeatureExtractor, self).__init__()
@abc.abstractmethod
def get_base_address(self) -> Union[AbsoluteVirtualAddress, capa.features.address._NoAddress]:
def get_base_address(self) -> int:
"""
fetch the preferred load address at which the sample was analyzed.
when the base address is `NO_ADDRESS`, then the loader has no concept of a preferred load address.
such as: shellcode, .NET modules, etc.
in these scenarios, RelativeVirtualAddresses aren't used.
"""
raise NotImplementedError()
@abc.abstractmethod
def extract_global_features(self) -> Iterator[Tuple[Feature, Address]]:
def extract_global_features(self) -> Iterator[Tuple[Feature, int]]:
"""
extract features found at every scope ("global").
@@ -112,12 +71,12 @@ class FeatureExtractor:
print('0x%x: %s', va, feature)
yields:
Tuple[Feature, Address]: feature and its location
Tuple[Feature, int]: feature and its location
"""
raise NotImplementedError()
@abc.abstractmethod
def extract_file_features(self) -> Iterator[Tuple[Feature, Address]]:
def extract_file_features(self) -> Iterator[Tuple[Feature, int]]:
"""
extract file-scope features.
@@ -128,7 +87,7 @@ class FeatureExtractor:
print('0x%x: %s', va, feature)
yields:
Tuple[Feature, Address]: feature and its location
Tuple[Feature, int]: feature and its location
"""
raise NotImplementedError()
@@ -140,33 +99,32 @@ class FeatureExtractor:
"""
raise NotImplementedError()
def is_library_function(self, addr: Address) -> bool:
def is_library_function(self, va: int) -> bool:
"""
is the given address a library function?
the backend may implement its own function matching algorithm, or none at all.
we accept an address here, rather than function object,
to handle addresses identified in instructions.
we accept a VA here, rather than function object, to handle addresses identified in instructions.
this information is used to:
- filter out matches in library functions (by default), and
- recognize when to fetch symbol names for called (non-API) functions
args:
addr (Address): the address of a function.
va (int): the virtual address of a function.
returns:
bool: True if the given address is the start of a library function.
"""
return False
def get_function_name(self, addr: Address) -> str:
def get_function_name(self, va: int) -> str:
"""
fetch any recognized name for the given address.
this is only guaranteed to return a value when the given function is a recognized library function.
we accept a VA here, rather than function object, to handle addresses identified in instructions.
args:
addr (Address): the address of a function.
va (int): the virtual address of a function.
returns:
str: the function name
@@ -174,10 +132,10 @@ class FeatureExtractor:
raises:
KeyError: when the given function does not have a name.
"""
raise KeyError(addr)
raise KeyError(va)
@abc.abstractmethod
def extract_function_features(self, f: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_function_features(self, f: FunctionHandle) -> Iterator[Tuple[Feature, int]]:
"""
extract function-scope features.
the arguments are opaque values previously provided by `.get_functions()`, etc.
@@ -186,14 +144,14 @@ class FeatureExtractor:
extractor = VivisectFeatureExtractor(vw, path)
for function in extractor.get_functions():
for feature, address in extractor.extract_function_features(function):
print('0x%x: %s', address, feature)
for feature, va in extractor.extract_function_features(function):
print('0x%x: %s', va, feature)
args:
f [FunctionHandle]: an opaque value previously fetched from `.get_functions()`.
yields:
Tuple[Feature, Address]: feature and its location
Tuple[Feature, int]: feature and its location
"""
raise NotImplementedError()
@@ -206,7 +164,7 @@ class FeatureExtractor:
raise NotImplementedError()
@abc.abstractmethod
def extract_basic_block_features(self, f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_basic_block_features(self, f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, int]]:
"""
extract basic block-scope features.
the arguments are opaque values previously provided by `.get_functions()`, etc.
@@ -216,15 +174,15 @@ class FeatureExtractor:
extractor = VivisectFeatureExtractor(vw, path)
for function in extractor.get_functions():
for bb in extractor.get_basic_blocks(function):
for feature, address in extractor.extract_basic_block_features(function, bb):
print('0x%x: %s', address, feature)
for feature, va in extractor.extract_basic_block_features(function, bb):
print('0x%x: %s', va, feature)
args:
f [FunctionHandle]: an opaque value previously fetched from `.get_functions()`.
bb [BBHandle]: an opaque value previously fetched from `.get_basic_blocks()`.
yields:
Tuple[Feature, Address]: feature and its location
Tuple[Feature, int]: feature and its location
"""
raise NotImplementedError()
@@ -237,9 +195,7 @@ class FeatureExtractor:
raise NotImplementedError()
@abc.abstractmethod
def extract_insn_features(
self, f: FunctionHandle, bb: BBHandle, insn: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_features(self, f: FunctionHandle, bb: BBHandle, insn: InsnHandle) -> Iterator[Tuple[Feature, int]]:
"""
extract instruction-scope features.
the arguments are opaque values previously provided by `.get_functions()`, etc.
@@ -250,8 +206,8 @@ class FeatureExtractor:
for function in extractor.get_functions():
for bb in extractor.get_basic_blocks(function):
for insn in extractor.get_instructions(function, bb):
for feature, address in extractor.extract_insn_features(function, bb, insn):
print('0x%x: %s', address, feature)
for feature, va in extractor.extract_insn_features(function, bb, insn):
print('0x%x: %s', va, feature)
args:
f [FunctionHandle]: an opaque value previously fetched from `.get_functions()`.
@@ -259,6 +215,123 @@ class FeatureExtractor:
insn [InsnHandle]: an opaque value previously fetched from `.get_instructions()`.
yields:
Tuple[Feature, Address]: feature and its location
Tuple[Feature, int]: feature and its location
"""
raise NotImplementedError()
class NullFeatureExtractor(FeatureExtractor):
"""
An extractor that extracts some user-provided features.
The structure of the single parameter is demonstrated in the example below.
This is useful for testing, as we can provide expected values and see if matching works.
Also, this is how we represent features deserialized from a freeze file.
example::
extractor = NullFeatureExtractor({
'base address: 0x401000,
'global features': [
(0x0, capa.features.Arch('i386')),
(0x0, capa.features.OS('linux')),
],
'file features': [
(0x402345, capa.features.Characteristic('embedded pe')),
],
'functions': {
0x401000: {
'features': [
(0x401000, capa.features.Characteristic('nzxor')),
],
'basic blocks': {
0x401000: {
'features': [
(0x401000, capa.features.Characteristic('tight-loop')),
],
'instructions': {
0x401000: {
'features': [
(0x401000, capa.features.Characteristic('nzxor')),
],
},
0x401002: ...
}
},
0x401005: ...
}
},
0x40200: ...
}
)
"""
def __init__(self, features):
super(NullFeatureExtractor, self).__init__()
self.features = features
def get_base_address(self):
return self.features["base address"]
def extract_global_features(self):
for p in self.features.get("global features", []):
va, feature = p
yield feature, va
def extract_file_features(self):
for p in self.features.get("file features", []):
va, feature = p
yield feature, va
def get_functions(self):
for va in sorted(self.features["functions"].keys()):
yield va
def extract_function_features(self, f):
for p in self.features.get("functions", {}).get(f, {}).get("features", []): # noqa: E127 line over-indented
va, feature = p
yield feature, va
def get_basic_blocks(self, f):
for va in sorted(
self.features.get("functions", {}) # noqa: E127 line over-indented
.get(f, {})
.get("basic blocks", {})
.keys()
):
yield va
def extract_basic_block_features(self, f, bb):
for p in (
self.features.get("functions", {}) # noqa: E127 line over-indented
.get(f, {})
.get("basic blocks", {})
.get(bb, {})
.get("features", [])
):
va, feature = p
yield feature, va
def get_instructions(self, f, bb):
for va in sorted(
self.features.get("functions", {}) # noqa: E127 line over-indented
.get(f, {})
.get("basic blocks", {})
.get(bb, {})
.get("instructions", {})
.keys()
):
yield va
def extract_insn_features(self, f, bb, insn):
for p in (
self.features.get("functions", {}) # noqa: E127 line over-indented
.get(f, {})
.get("basic blocks", {})
.get(bb, {})
.get("instructions", {})
.get(insn, {})
.get("features", [])
):
va, feature = p
yield feature, va

View File

@@ -1,183 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import string
import struct
from typing import Tuple, Iterator
from binaryninja import Function, Settings
from binaryninja import BasicBlock as BinjaBasicBlock
from binaryninja import (
BinaryView,
SymbolType,
RegisterValueType,
VariableSourceType,
MediumLevelILSetVar,
MediumLevelILOperation,
MediumLevelILBasicBlock,
MediumLevelILInstruction,
)
from capa.features.common import Feature, Characteristic
from capa.features.address import Address
from capa.features.basicblock import BasicBlock
from capa.features.extractors.helpers import MIN_STACKSTRING_LEN
from capa.features.extractors.base_extractor import BBHandle, FunctionHandle
use_const_outline: bool = False
settings: Settings = Settings()
if settings.contains("analysis.outlining.builtins") and settings.get_bool("analysis.outlining.builtins"):
use_const_outline = True
def get_printable_len_ascii(s: bytes) -> int:
"""Return string length if all operand bytes are ascii or utf16-le printable"""
count = 0
for c in s:
if c == 0:
return count
if c < 127 and chr(c) in string.printable:
count += 1
return count
def get_printable_len_wide(s: bytes) -> int:
"""Return string length if all operand bytes are ascii or utf16-le printable"""
if all(c == 0x00 for c in s[1::2]):
return get_printable_len_ascii(s[::2])
return 0
def get_stack_string_len(f: Function, il: MediumLevelILInstruction) -> int:
bv: BinaryView = f.view
if il.operation != MediumLevelILOperation.MLIL_CALL:
return 0
target = il.dest
if target.operation not in [MediumLevelILOperation.MLIL_CONST, MediumLevelILOperation.MLIL_CONST_PTR]:
return 0
addr = target.value.value
sym = bv.get_symbol_at(addr)
if not sym or sym.type != SymbolType.LibraryFunctionSymbol:
return 0
if sym.name not in ["__builtin_strncpy", "__builtin_strcpy", "__builtin_wcscpy"]:
return 0
if len(il.params) < 2:
return 0
dest = il.params[0]
if dest.operation != MediumLevelILOperation.MLIL_ADDRESS_OF:
return 0
var = dest.src
if var.source_type != VariableSourceType.StackVariableSourceType:
return 0
src = il.params[1]
if src.value.type != RegisterValueType.ConstantDataAggregateValue:
return 0
s = f.get_constant_data(RegisterValueType.ConstantDataAggregateValue, src.value.value)
return max(get_printable_len_ascii(bytes(s)), get_printable_len_wide(bytes(s)))
def get_printable_len(il: MediumLevelILSetVar) -> int:
"""Return string length if all operand bytes are ascii or utf16-le printable"""
width = il.dest.type.width
value = il.src.value.value
if width == 1:
chars = struct.pack("<B", value & 0xFF)
elif width == 2:
chars = struct.pack("<H", value & 0xFFFF)
elif width == 4:
chars = struct.pack("<I", value & 0xFFFFFFFF)
elif width == 8:
chars = struct.pack("<Q", value & 0xFFFFFFFFFFFFFFFF)
else:
return 0
def is_printable_ascii(chars_: bytes):
return all(c < 127 and chr(c) in string.printable for c in chars_)
def is_printable_utf16le(chars_: bytes):
if all(c == 0x00 for c in chars_[1::2]):
return is_printable_ascii(chars_[::2])
if is_printable_ascii(chars):
return width
if is_printable_utf16le(chars):
return width // 2
return 0
def is_mov_imm_to_stack(il: MediumLevelILInstruction) -> bool:
"""verify instruction moves immediate onto stack"""
if il.operation != MediumLevelILOperation.MLIL_SET_VAR:
return False
if il.src.operation != MediumLevelILOperation.MLIL_CONST:
return False
if il.dest.source_type != VariableSourceType.StackVariableSourceType:
return False
return True
def bb_contains_stackstring(f: Function, bb: MediumLevelILBasicBlock) -> bool:
"""check basic block for stackstring indicators
true if basic block contains enough moves of constant bytes to the stack
"""
count = 0
for il in bb:
if use_const_outline:
count += get_stack_string_len(f, il)
else:
if is_mov_imm_to_stack(il):
count += get_printable_len(il)
if count > MIN_STACKSTRING_LEN:
return True
return False
def extract_bb_stackstring(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract stackstring indicators from basic block"""
bb: Tuple[BinjaBasicBlock, MediumLevelILBasicBlock] = bbh.inner
if bb[1] is not None and bb_contains_stackstring(fh.inner, bb[1]):
yield Characteristic("stack string"), bbh.address
def extract_bb_tight_loop(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract tight loop indicators from a basic block"""
bb: Tuple[BinjaBasicBlock, MediumLevelILBasicBlock] = bbh.inner
for edge in bb[0].outgoing_edges:
if edge.target.start == bb[0].start:
yield Characteristic("tight loop"), bbh.address
def extract_features(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract basic block features"""
for bb_handler in BASIC_BLOCK_HANDLERS:
for feature, addr in bb_handler(fh, bbh):
yield feature, addr
yield BasicBlock(), bbh.address
BASIC_BLOCK_HANDLERS = (
extract_bb_tight_loop,
extract_bb_stackstring,
)

View File

@@ -1,75 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import List, Tuple, Iterator
import binaryninja as binja
import capa.features.extractors.elf
import capa.features.extractors.binja.file
import capa.features.extractors.binja.insn
import capa.features.extractors.binja.global_
import capa.features.extractors.binja.function
import capa.features.extractors.binja.basicblock
from capa.features.common import Feature
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle, FeatureExtractor
class BinjaFeatureExtractor(FeatureExtractor):
def __init__(self, bv: binja.BinaryView):
super().__init__()
self.bv = bv
self.global_features: List[Tuple[Feature, Address]] = []
self.global_features.extend(capa.features.extractors.binja.file.extract_file_format(self.bv))
self.global_features.extend(capa.features.extractors.binja.global_.extract_os(self.bv))
self.global_features.extend(capa.features.extractors.binja.global_.extract_arch(self.bv))
def get_base_address(self):
return AbsoluteVirtualAddress(self.bv.start)
def extract_global_features(self):
yield from self.global_features
def extract_file_features(self):
yield from capa.features.extractors.binja.file.extract_features(self.bv)
def get_functions(self) -> Iterator[FunctionHandle]:
for f in self.bv.functions:
yield FunctionHandle(address=AbsoluteVirtualAddress(f.start), inner=f)
def extract_function_features(self, fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.binja.function.extract_features(fh)
def get_basic_blocks(self, fh: FunctionHandle) -> Iterator[BBHandle]:
f: binja.Function = fh.inner
# Set up a MLIL basic block dict look up to associate the disassembly basic block with its MLIL basic block
mlil_lookup = {}
for mlil_bb in f.mlil.basic_blocks:
mlil_lookup[mlil_bb.source_block.start] = mlil_bb
for bb in f.basic_blocks:
mlil_bb = mlil_lookup.get(bb.start)
yield BBHandle(address=AbsoluteVirtualAddress(bb.start), inner=(bb, mlil_bb))
def extract_basic_block_features(self, fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.binja.basicblock.extract_features(fh, bbh)
def get_instructions(self, fh: FunctionHandle, bbh: BBHandle) -> Iterator[InsnHandle]:
import capa.features.extractors.binja.helpers as binja_helpers
bb: Tuple[binja.BasicBlock, binja.MediumLevelILBasicBlock] = bbh.inner
addr = bb[0].start
for text, length in bb[0]:
insn = binja_helpers.DisassemblyInstruction(addr, length, text)
yield InsnHandle(address=AbsoluteVirtualAddress(addr), inner=insn)
addr += length
def extract_insn_features(self, fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle):
yield from capa.features.extractors.binja.insn.extract_features(fh, bbh, ih)

View File

@@ -1,167 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import struct
from typing import Tuple, Iterator
from binaryninja import Segment, BinaryView, SymbolType, SymbolBinding
import capa.features.extractors.common
import capa.features.extractors.helpers
import capa.features.extractors.strings
from capa.features.file import Export, Import, Section, FunctionName
from capa.features.common import FORMAT_PE, FORMAT_ELF, Format, String, Feature, Characteristic
from capa.features.address import NO_ADDRESS, Address, FileOffsetAddress, AbsoluteVirtualAddress
from capa.features.extractors.binja.helpers import unmangle_c_name
def check_segment_for_pe(bv: BinaryView, seg: Segment) -> Iterator[Tuple[int, int]]:
"""check segment for embedded PE
adapted for binja from:
https://github.com/vivisect/vivisect/blob/7be4037b1cecc4551b397f840405a1fc606f9b53/PE/carve.py#L19
"""
mz_xor = [
(
capa.features.extractors.helpers.xor_static(b"MZ", i),
capa.features.extractors.helpers.xor_static(b"PE", i),
i,
)
for i in range(256)
]
todo = []
# If this is the first segment of the binary, skip the first bytes. Otherwise, there will always be a matched
# PE at the start of the binaryview.
start = seg.start
if bv.view_type == "PE" and start == bv.start:
start += 1
for mzx, pex, i in mz_xor:
for off, _ in bv.find_all_data(start, seg.end, mzx):
todo.append((off, mzx, pex, i))
while len(todo):
off, mzx, pex, i = todo.pop()
# The MZ header has one field we will check e_lfanew is at 0x3c
e_lfanew = off + 0x3C
if seg.end < (e_lfanew + 4):
continue
newoff = struct.unpack("<I", capa.features.extractors.helpers.xor_static(bv.read(e_lfanew, 4), i))[0]
peoff = off + newoff
if seg.end < (peoff + 2):
continue
if bv.read(peoff, 2) == pex:
yield off, i
def extract_file_embedded_pe(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract embedded PE features"""
for seg in bv.segments:
for ea, _ in check_segment_for_pe(bv, seg):
yield Characteristic("embedded pe"), FileOffsetAddress(ea)
def extract_file_export_names(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract function exports"""
for sym in bv.get_symbols_of_type(SymbolType.FunctionSymbol):
if sym.binding in [SymbolBinding.GlobalBinding, SymbolBinding.WeakBinding]:
name = sym.short_name
yield Export(name), AbsoluteVirtualAddress(sym.address)
unmangled_name = unmangle_c_name(name)
if name != unmangled_name:
yield Export(unmangled_name), AbsoluteVirtualAddress(sym.address)
def extract_file_import_names(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract function imports
1. imports by ordinal:
- modulename.#ordinal
2. imports by name, results in two features to support importname-only
matching:
- modulename.importname
- importname
"""
for sym in bv.get_symbols_of_type(SymbolType.ImportAddressSymbol):
lib_name = str(sym.namespace)
addr = AbsoluteVirtualAddress(sym.address)
for name in capa.features.extractors.helpers.generate_symbols(lib_name, sym.short_name):
yield Import(name), addr
ordinal = sym.ordinal
if ordinal != 0 and (lib_name != ""):
ordinal_name = f"#{ordinal}"
for name in capa.features.extractors.helpers.generate_symbols(lib_name, ordinal_name):
yield Import(name), addr
def extract_file_section_names(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract section names"""
for name, section in bv.sections.items():
yield Section(name), AbsoluteVirtualAddress(section.start)
def extract_file_strings(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract ASCII and UTF-16 LE strings"""
for s in bv.strings:
yield String(s.value), FileOffsetAddress(s.start)
def extract_file_function_names(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""
extract the names of statically-linked library functions.
"""
for sym_name in bv.symbols:
for sym in bv.symbols[sym_name]:
if sym.type == SymbolType.LibraryFunctionSymbol:
name = sym.short_name
yield FunctionName(name), sym.address
if name.startswith("_"):
# some linkers may prefix linked routines with a `_` to avoid name collisions.
# extract features for both the mangled and un-mangled representations.
# e.g. `_fwrite` -> `fwrite`
# see: https://stackoverflow.com/a/2628384/87207
yield FunctionName(name[1:]), sym.address
def extract_file_format(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
view_type = bv.view_type
if view_type in ["PE", "COFF"]:
yield Format(FORMAT_PE), NO_ADDRESS
elif view_type == "ELF":
yield Format(FORMAT_ELF), NO_ADDRESS
elif view_type == "Raw":
# no file type to return when processing a binary file, but we want to continue processing
return
else:
raise NotImplementedError(f"unexpected file format: {view_type}")
def extract_features(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
"""extract file features"""
for file_handler in FILE_HANDLERS:
for feature, addr in file_handler(bv):
yield feature, addr
FILE_HANDLERS = (
extract_file_export_names,
extract_file_import_names,
extract_file_strings,
extract_file_section_names,
extract_file_embedded_pe,
extract_file_function_names,
extract_file_format,
)

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@@ -1,35 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import subprocess
from pathlib import Path
# When the script gets executed as a standalone executable (via PyInstaller), `import binaryninja` does not work because
# we have excluded the binaryninja module in `pyinstaller.spec`. The trick here is to call the system Python and try
# to find out the path of the binaryninja module that has been installed.
# Note, including the binaryninja module in the `pyintaller.spec` would not work, since the binaryninja module tries to
# find the binaryninja core e.g., `libbinaryninjacore.dylib`, using a relative path. And this does not work when the
# binaryninja module is extracted by the PyInstaller.
code = r"""
from pathlib import Path
from importlib import util
spec = util.find_spec('binaryninja')
if spec is not None:
if len(spec.submodule_search_locations) > 0:
path = Path(spec.submodule_search_locations[0])
# encode the path with utf8 then convert to hex, make sure it can be read and restored properly
print(str(path.parent).encode('utf8').hex())
"""
def find_binja_path() -> Path:
raw_output = subprocess.check_output(["python", "-c", code]).decode("ascii").strip()
return Path(bytes.fromhex(raw_output).decode("utf8"))
if __name__ == "__main__":
print(find_binja_path())

View File

@@ -1,68 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Tuple, Iterator
from binaryninja import Function, BinaryView, LowLevelILOperation
from capa.features.common import Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors import loops
from capa.features.extractors.base_extractor import FunctionHandle
def extract_function_calls_to(fh: FunctionHandle):
"""extract callers to a function"""
func: Function = fh.inner
for caller in func.caller_sites:
# Everything that is a code reference to the current function is considered a caller, which actually includes
# many other references that are NOT a caller. For example, an instruction `push function_start` will also be
# considered a caller to the function
if caller.llil is not None and caller.llil.operation in [
LowLevelILOperation.LLIL_CALL,
LowLevelILOperation.LLIL_CALL_STACK_ADJUST,
LowLevelILOperation.LLIL_JUMP,
LowLevelILOperation.LLIL_TAILCALL,
]:
yield Characteristic("calls to"), AbsoluteVirtualAddress(caller.address)
def extract_function_loop(fh: FunctionHandle):
"""extract loop indicators from a function"""
func: Function = fh.inner
edges = []
# construct control flow graph
for bb in func.basic_blocks:
for edge in bb.outgoing_edges:
edges.append((bb.start, edge.target.start))
if loops.has_loop(edges):
yield Characteristic("loop"), fh.address
def extract_recursive_call(fh: FunctionHandle):
"""extract recursive function call"""
func: Function = fh.inner
bv: BinaryView = func.view
if bv is None:
return
for ref in bv.get_code_refs(func.start):
if ref.function == func:
yield Characteristic("recursive call"), fh.address
def extract_features(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
for func_handler in FUNCTION_HANDLERS:
for feature, addr in func_handler(fh):
yield feature, addr
FUNCTION_HANDLERS = (extract_function_calls_to, extract_function_loop, extract_recursive_call)

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@@ -1,60 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
from typing import Tuple, Iterator
from binaryninja import BinaryView
from capa.features.common import OS, OS_MACOS, ARCH_I386, ARCH_AMD64, OS_WINDOWS, Arch, Feature
from capa.features.address import NO_ADDRESS, Address
logger = logging.getLogger(__name__)
def extract_os(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
name = bv.platform.name
if "-" in name:
name = name.split("-")[0]
if name == "windows":
yield OS(OS_WINDOWS), NO_ADDRESS
elif name == "macos":
yield OS(OS_MACOS), NO_ADDRESS
elif name in ["linux", "freebsd", "decree"]:
yield OS(name), NO_ADDRESS
else:
# we likely end up here:
# 1. handling shellcode, or
# 2. handling a new file format (e.g. macho)
#
# for (1) we can't do much - its shellcode and all bets are off.
# we could maybe accept a further CLI argument to specify the OS,
# but i think this would be rarely used.
# rules that rely on OS conditions will fail to match on shellcode.
#
# for (2), this logic will need to be updated as the format is implemented.
logger.debug("unsupported file format: %s, will not guess OS", name)
return
def extract_arch(bv: BinaryView) -> Iterator[Tuple[Feature, Address]]:
arch = bv.arch.name
if arch == "x86_64":
yield Arch(ARCH_AMD64), NO_ADDRESS
elif arch == "x86":
yield Arch(ARCH_I386), NO_ADDRESS
else:
# we likely end up here:
# 1. handling a new architecture (e.g. aarch64)
#
# for (1), this logic will need to be updated as the format is implemented.
logger.debug("unsupported architecture: %s", arch)
return

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@@ -1,53 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import re
from typing import List, Callable
from dataclasses import dataclass
from binaryninja import LowLevelILInstruction
from binaryninja.architecture import InstructionTextToken
@dataclass
class DisassemblyInstruction:
address: int
length: int
text: List[InstructionTextToken]
LLIL_VISITOR = Callable[[LowLevelILInstruction, LowLevelILInstruction, int], bool]
def visit_llil_exprs(il: LowLevelILInstruction, func: LLIL_VISITOR):
# BN does not really support operand index at the disassembly level, so use the LLIL operand index as a substitute.
# Note, this is NOT always guaranteed to be the same as disassembly operand.
for i, op in enumerate(il.operands):
if isinstance(op, LowLevelILInstruction) and func(op, il, i):
visit_llil_exprs(op, func)
def unmangle_c_name(name: str) -> str:
# https://learn.microsoft.com/en-us/cpp/build/reference/decorated-names?view=msvc-170#FormatC
# Possible variations for BaseThreadInitThunk:
# @BaseThreadInitThunk@12
# _BaseThreadInitThunk
# _BaseThreadInitThunk@12
# It is also possible for a function to have a `Stub` appended to its name:
# _lstrlenWStub@4
# A small optimization to avoid running the regex too many times
# this still increases the unit test execution time from 170s to 200s, should be able to accelerate it
#
# TODO(xusheng): performance optimizations to improve test execution time
# https://github.com/mandiant/capa/issues/1610
if name[0] in ["@", "_"]:
match = re.match(r"^[@|_](.*?)(Stub)?(@\d+)?$", name)
if match:
return match.group(1)
return name

View File

@@ -1,582 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Any, List, Tuple, Iterator, Optional
from binaryninja import Function
from binaryninja import BasicBlock as BinjaBasicBlock
from binaryninja import (
BinaryView,
ILRegister,
SymbolType,
BinaryReader,
RegisterValueType,
LowLevelILOperation,
LowLevelILInstruction,
)
import capa.features.extractors.helpers
from capa.features.insn import API, MAX_STRUCTURE_SIZE, Number, Offset, Mnemonic, OperandNumber, OperandOffset
from capa.features.common import MAX_BYTES_FEATURE_SIZE, Bytes, String, Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.binja.helpers import DisassemblyInstruction, visit_llil_exprs
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle
# security cookie checks may perform non-zeroing XORs, these are expected within a certain
# byte range within the first and returning basic blocks, this helps to reduce FP features
SECURITY_COOKIE_BYTES_DELTA = 0x40
# check if a function is a stub function to another function/symbol. The criteria is:
# 1. The function must only have one basic block
# 2. The function must only make one call/jump to another address
# If the function being checked is a stub function, returns the target address. Otherwise, return None.
def is_stub_function(bv: BinaryView, addr: int) -> Optional[int]:
funcs = bv.get_functions_at(addr)
for func in funcs:
if len(func.basic_blocks) != 1:
continue
call_count = 0
call_target = None
for il in func.llil.instructions:
if il.operation in [
LowLevelILOperation.LLIL_CALL,
LowLevelILOperation.LLIL_CALL_STACK_ADJUST,
LowLevelILOperation.LLIL_JUMP,
LowLevelILOperation.LLIL_TAILCALL,
]:
call_count += 1
if il.dest.value.type in [
RegisterValueType.ImportedAddressValue,
RegisterValueType.ConstantValue,
RegisterValueType.ConstantPointerValue,
]:
call_target = il.dest.value.value
if call_count == 1 and call_target is not None:
return call_target
return None
def extract_insn_api_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction API features
example:
call dword [0x00473038]
"""
func: Function = fh.inner
bv: BinaryView = func.view
for llil in func.get_llils_at(ih.address):
if llil.operation in [
LowLevelILOperation.LLIL_CALL,
LowLevelILOperation.LLIL_CALL_STACK_ADJUST,
LowLevelILOperation.LLIL_JUMP,
LowLevelILOperation.LLIL_TAILCALL,
]:
if llil.dest.value.type not in [
RegisterValueType.ImportedAddressValue,
RegisterValueType.ConstantValue,
RegisterValueType.ConstantPointerValue,
]:
continue
address = llil.dest.value.value
candidate_addrs = [address]
stub_addr = is_stub_function(bv, address)
if stub_addr is not None:
candidate_addrs.append(stub_addr)
for address in candidate_addrs:
sym = func.view.get_symbol_at(address)
if sym is None or sym.type not in [SymbolType.ImportAddressSymbol, SymbolType.ImportedFunctionSymbol]:
continue
sym_name = sym.short_name
lib_name = ""
import_lib = bv.lookup_imported_object_library(sym.address)
if import_lib is not None:
lib_name = import_lib[0].name
if lib_name.endswith(".dll"):
lib_name = lib_name[:-4]
elif lib_name.endswith(".so"):
lib_name = lib_name[:-3]
for name in capa.features.extractors.helpers.generate_symbols(lib_name, sym_name):
yield API(name), ih.address
if sym_name.startswith("_"):
for name in capa.features.extractors.helpers.generate_symbols(lib_name, sym_name[1:]):
yield API(name), ih.address
def extract_insn_number_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction number features
example:
push 3136B0h ; dwControlCode
"""
func: Function = fh.inner
results: List[Tuple[Any[Number, OperandNumber], Address]] = []
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
if il.operation == LowLevelILOperation.LLIL_LOAD:
return False
if il.operation not in [LowLevelILOperation.LLIL_CONST, LowLevelILOperation.LLIL_CONST_PTR]:
return True
for op in parent.operands:
if isinstance(op, ILRegister) and op.name in ["esp", "ebp", "rsp", "rbp", "sp"]:
return False
elif isinstance(op, LowLevelILInstruction) and op.operation == LowLevelILOperation.LLIL_REG:
if op.src.name in ["esp", "ebp", "rsp", "rbp", "sp"]:
return False
raw_value = il.value.value
if parent.operation == LowLevelILOperation.LLIL_SUB:
raw_value = -raw_value
results.append((Number(raw_value), ih.address))
results.append((OperandNumber(index, raw_value), ih.address))
return False
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
yield from results
def extract_insn_bytes_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""
parse referenced byte sequences
example:
push offset iid_004118d4_IShellLinkA ; riid
"""
func: Function = fh.inner
bv: BinaryView = func.view
candidate_addrs = set()
llil = func.get_llil_at(ih.address)
if llil is None or llil.operation in [LowLevelILOperation.LLIL_CALL, LowLevelILOperation.LLIL_CALL_STACK_ADJUST]:
return
for ref in bv.get_code_refs_from(ih.address):
if ref == ih.address:
continue
if len(bv.get_functions_containing(ref)) > 0:
continue
candidate_addrs.add(ref)
# collect candidate address by enumerating all integers, https://github.com/Vector35/binaryninja-api/issues/3966
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
if il.operation in [LowLevelILOperation.LLIL_CONST, LowLevelILOperation.LLIL_CONST_PTR]:
value = il.value.value
if value > 0:
candidate_addrs.add(value)
return False
return True
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
for addr in candidate_addrs:
extracted_bytes = bv.read(addr, MAX_BYTES_FEATURE_SIZE)
if extracted_bytes and not capa.features.extractors.helpers.all_zeros(extracted_bytes):
if bv.get_string_at(addr) is None:
# don't extract byte features for obvious strings
yield Bytes(extracted_bytes), ih.address
def extract_insn_string_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction string features
example:
push offset aAcr ; "ACR > "
"""
func: Function = fh.inner
bv: BinaryView = func.view
candidate_addrs = set()
# collect candidate address from code refs directly
for ref in bv.get_code_refs_from(ih.address):
if ref == ih.address:
continue
if len(bv.get_functions_containing(ref)) > 0:
continue
candidate_addrs.add(ref)
# collect candidate address by enumerating all integers, https://github.com/Vector35/binaryninja-api/issues/3966
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
if il.operation in [LowLevelILOperation.LLIL_CONST, LowLevelILOperation.LLIL_CONST_PTR]:
value = il.value.value
if value > 0:
candidate_addrs.add(value)
return False
return True
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
# Now we have all the candidate address, check them for string or pointer to string
br = BinaryReader(bv)
for addr in candidate_addrs:
found = bv.get_string_at(addr)
if found:
yield String(found.value), ih.address
br.seek(addr)
pointer = None
if bv.arch.address_size == 4:
pointer = br.read32()
elif bv.arch.address_size == 8:
pointer = br.read64()
if pointer is not None:
found = bv.get_string_at(pointer)
if found:
yield String(found.value), ih.address
def extract_insn_offset_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction structure offset features
example:
.text:0040112F cmp [esi+4], ebx
"""
func: Function = fh.inner
results: List[Tuple[Any[Offset, OperandOffset], Address]] = []
address_size = func.view.arch.address_size * 8
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
# The most common case, read/write dereference to something like `dword [eax+0x28]`
if il.operation in [LowLevelILOperation.LLIL_ADD, LowLevelILOperation.LLIL_SUB]:
left = il.left
right = il.right
# Exclude offsets based on stack/franme pointers
if left.operation == LowLevelILOperation.LLIL_REG and left.src.name in ["esp", "ebp", "rsp", "rbp", "sp"]:
return True
if right.operation != LowLevelILOperation.LLIL_CONST:
return True
raw_value = right.value.value
# If this is not a dereference, then this must be an add and the offset must be in the range \
# [0, MAX_STRUCTURE_SIZE]. For example,
# add eax, 0x10,
# lea ebx, [eax + 1]
if parent.operation not in [LowLevelILOperation.LLIL_LOAD, LowLevelILOperation.LLIL_STORE]:
if il.operation != LowLevelILOperation.LLIL_ADD or (not 0 < raw_value < MAX_STRUCTURE_SIZE):
return False
if address_size > 0:
# BN also encodes the constant value as two's complement, we need to restore its original value
value = capa.features.extractors.helpers.twos_complement(raw_value, address_size)
else:
value = raw_value
results.append((Offset(value), ih.address))
results.append((OperandOffset(index, value), ih.address))
return False
# An edge case: for code like `push dword [esi]`, we need to generate a feature for offset 0x0
elif il.operation in [LowLevelILOperation.LLIL_LOAD, LowLevelILOperation.LLIL_STORE]:
if il.operands[0].operation == LowLevelILOperation.LLIL_REG:
results.append((Offset(0), ih.address))
results.append((OperandOffset(index, 0), ih.address))
return False
return True
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
yield from results
def is_nzxor_stack_cookie(f: Function, bb: BinjaBasicBlock, llil: LowLevelILInstruction) -> bool:
"""check if nzxor exists within stack cookie delta"""
# TODO(xusheng): use LLIL SSA to do more accurate analysis
# https://github.com/mandiant/capa/issues/1609
reg_names = []
if llil.left.operation == LowLevelILOperation.LLIL_REG:
reg_names.append(llil.left.src.name)
if llil.right.operation == LowLevelILOperation.LLIL_REG:
reg_names.append(llil.right.src.name)
# stack cookie reg should be stack/frame pointer
if not any(reg in ["ebp", "esp", "rbp", "rsp", "sp"] for reg in reg_names):
return False
# expect security cookie init in first basic block within first bytes (instructions)
if len(bb.incoming_edges) == 0 and llil.address < (bb.start + SECURITY_COOKIE_BYTES_DELTA):
return True
# ... or within last bytes (instructions) before a return
if len(bb.outgoing_edges) == 0 and llil.address > (bb.end - SECURITY_COOKIE_BYTES_DELTA):
return True
return False
def extract_insn_nzxor_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction non-zeroing XOR instruction
ignore expected non-zeroing XORs, e.g. security cookies
"""
func: Function = fh.inner
results = []
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
# If the two operands of the xor instruction are the same, the LLIL will be translated to other instructions,
# e.g., <llil: eax = 0>, (LLIL_SET_REG). So we do not need to check whether the two operands are the same.
if il.operation == LowLevelILOperation.LLIL_XOR:
# Exclude cases related to the stack cookie
if is_nzxor_stack_cookie(fh.inner, bbh.inner[0], il):
return False
results.append((Characteristic("nzxor"), ih.address))
return False
else:
return True
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
yield from results
def extract_insn_mnemonic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction mnemonic features"""
insn: DisassemblyInstruction = ih.inner
yield Mnemonic(insn.text[0].text), ih.address
def extract_insn_obfs_call_plus_5_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse call $+5 instruction from the given instruction.
"""
insn: DisassemblyInstruction = ih.inner
if insn.text[0].text == "call" and insn.text[2].text == "$+5" and insn.length == 5:
yield Characteristic("call $+5"), ih.address
def extract_insn_peb_access_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction peb access
fs:[0x30] on x86, gs:[0x60] on x64
"""
func: Function = fh.inner
results = []
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILOperation, index: int) -> bool:
if il.operation != LowLevelILOperation.LLIL_LOAD:
return True
src = il.src
if src.operation != LowLevelILOperation.LLIL_ADD:
return True
left = src.left
right = src.right
if left.operation != LowLevelILOperation.LLIL_REG:
return True
reg = left.src.name
if right.operation != LowLevelILOperation.LLIL_CONST:
return True
value = right.value.value
if (reg, value) not in (("fsbase", 0x30), ("gsbase", 0x60)):
return True
results.append((Characteristic("peb access"), ih.address))
return False
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
yield from results
def extract_insn_segment_access_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction fs or gs access"""
func: Function = fh.inner
results = []
def llil_checker(il: LowLevelILInstruction, parent: LowLevelILInstruction, index: int) -> bool:
if il.operation == LowLevelILOperation.LLIL_REG:
reg = il.src.name
if reg == "fsbase":
results.append((Characteristic("fs access"), ih.address))
return False
elif reg == "gsbase":
results.append((Characteristic("gs access"), ih.address))
return False
return False
return True
for llil in func.get_llils_at(ih.address):
visit_llil_exprs(llil, llil_checker)
yield from results
def extract_insn_cross_section_cflow(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""inspect the instruction for a CALL or JMP that crosses section boundaries"""
func: Function = fh.inner
bv: BinaryView = func.view
if bv is None:
return
seg1 = bv.get_segment_at(ih.address)
sections1 = bv.get_sections_at(ih.address)
for ref in bv.get_code_refs_from(ih.address):
if len(bv.get_functions_at(ref)) == 0:
continue
seg2 = bv.get_segment_at(ref)
sections2 = bv.get_sections_at(ref)
if seg1 != seg2 or sections1 != sections2:
yield Characteristic("cross section flow"), ih.address
def extract_function_calls_from(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract functions calls from features
most relevant at the function scope, however, its most efficient to extract at the instruction scope
"""
func: Function = fh.inner
bv: BinaryView = func.view
if bv is None:
return
for il in func.get_llils_at(ih.address):
if il.operation not in [
LowLevelILOperation.LLIL_CALL,
LowLevelILOperation.LLIL_CALL_STACK_ADJUST,
LowLevelILOperation.LLIL_TAILCALL,
]:
continue
dest = il.dest
if dest.operation == LowLevelILOperation.LLIL_CONST_PTR:
value = dest.value.value
yield Characteristic("calls from"), AbsoluteVirtualAddress(value)
elif dest.operation == LowLevelILOperation.LLIL_CONST:
yield Characteristic("calls from"), AbsoluteVirtualAddress(dest.value)
elif dest.operation == LowLevelILOperation.LLIL_LOAD:
indirect_src = dest.src
if indirect_src.operation == LowLevelILOperation.LLIL_CONST_PTR:
value = indirect_src.value.value
yield Characteristic("calls from"), AbsoluteVirtualAddress(value)
elif indirect_src.operation == LowLevelILOperation.LLIL_CONST:
yield Characteristic("calls from"), AbsoluteVirtualAddress(indirect_src.value)
elif dest.operation == LowLevelILOperation.LLIL_REG:
if dest.value.type in [
RegisterValueType.ImportedAddressValue,
RegisterValueType.ConstantValue,
RegisterValueType.ConstantPointerValue,
]:
yield Characteristic("calls from"), AbsoluteVirtualAddress(dest.value.value)
def extract_function_indirect_call_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""extract indirect function calls (e.g., call eax or call dword ptr [edx+4])
does not include calls like => call ds:dword_ABD4974
most relevant at the function or basic block scope;
however, its most efficient to extract at the instruction scope
"""
func: Function = fh.inner
llil = func.get_llil_at(ih.address)
if llil is None or llil.operation not in [
LowLevelILOperation.LLIL_CALL,
LowLevelILOperation.LLIL_CALL_STACK_ADJUST,
LowLevelILOperation.LLIL_TAILCALL,
]:
return
if llil.dest.operation in [LowLevelILOperation.LLIL_CONST, LowLevelILOperation.LLIL_CONST_PTR]:
return
if llil.dest.operation == LowLevelILOperation.LLIL_LOAD:
src = llil.dest.src
if src.operation in [LowLevelILOperation.LLIL_CONST, LowLevelILOperation.LLIL_CONST_PTR]:
return
yield Characteristic("indirect call"), ih.address
def extract_features(f: FunctionHandle, bbh: BBHandle, insn: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract instruction features"""
for inst_handler in INSTRUCTION_HANDLERS:
for feature, ea in inst_handler(f, bbh, insn):
yield feature, ea
INSTRUCTION_HANDLERS = (
extract_insn_api_features,
extract_insn_number_features,
extract_insn_bytes_features,
extract_insn_string_features,
extract_insn_offset_features,
extract_insn_nzxor_characteristic_features,
extract_insn_mnemonic_features,
extract_insn_obfs_call_plus_5_characteristic_features,
extract_insn_peb_access_characteristic_features,
extract_insn_cross_section_cflow,
extract_insn_segment_access_features,
extract_function_calls_from,
extract_function_indirect_call_characteristic_features,
)

View File

@@ -1,68 +1,34 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import io
import logging
import binascii
import contextlib
from typing import Tuple, Iterator
import pefile
import capa.features
import capa.features.extractors.elf
import capa.features.extractors.pefile
import capa.features.extractors.strings
from capa.features.common import (
OS,
OS_ANY,
OS_AUTO,
ARCH_ANY,
FORMAT_PE,
FORMAT_ELF,
OS_WINDOWS,
FORMAT_FREEZE,
FORMAT_RESULT,
Arch,
Format,
String,
Feature,
)
from capa.features.freeze import is_freeze
from capa.features.address import NO_ADDRESS, Address, FileOffsetAddress
from capa.features.common import OS, FORMAT_PE, FORMAT_ELF, OS_WINDOWS, Arch, Format, String
logger = logging.getLogger(__name__)
# match strings for formats
MATCH_PE = b"MZ"
MATCH_ELF = b"\x7fELF"
MATCH_RESULT = b'{"meta":'
def extract_file_strings(buf, **kwargs) -> Iterator[Tuple[String, Address]]:
def extract_file_strings(buf, **kwargs):
"""
extract ASCII and UTF-16 LE strings from file
"""
for s in capa.features.extractors.strings.extract_ascii_strings(buf):
yield String(s.s), FileOffsetAddress(s.offset)
yield String(s.s), s.offset
for s in capa.features.extractors.strings.extract_unicode_strings(buf):
yield String(s.s), FileOffsetAddress(s.offset)
yield String(s.s), s.offset
def extract_format(buf) -> Iterator[Tuple[Feature, Address]]:
if buf.startswith(MATCH_PE):
yield Format(FORMAT_PE), NO_ADDRESS
elif buf.startswith(MATCH_ELF):
yield Format(FORMAT_ELF), NO_ADDRESS
elif is_freeze(buf):
yield Format(FORMAT_FREEZE), NO_ADDRESS
elif buf.startswith(MATCH_RESULT):
yield Format(FORMAT_RESULT), NO_ADDRESS
def extract_format(buf):
if buf.startswith(b"MZ"):
yield Format(FORMAT_PE), 0x0
elif buf.startswith(b"\x7fELF"):
yield Format(FORMAT_ELF), 0x0
else:
# we likely end up here:
# 1. handling a file format (e.g. macho)
@@ -72,14 +38,11 @@ def extract_format(buf) -> Iterator[Tuple[Feature, Address]]:
return
def extract_arch(buf) -> Iterator[Tuple[Feature, Address]]:
if buf.startswith(MATCH_PE):
def extract_arch(buf):
if buf.startswith(b"MZ"):
yield from capa.features.extractors.pefile.extract_file_arch(pe=pefile.PE(data=buf))
elif buf.startswith(MATCH_RESULT):
yield Arch(ARCH_ANY), NO_ADDRESS
elif buf.startswith(MATCH_ELF):
elif buf.startswith(b"\x7fELF"):
with contextlib.closing(io.BytesIO(buf)) as f:
arch = capa.features.extractors.elf.detect_elf_arch(f)
@@ -87,7 +50,7 @@ def extract_arch(buf) -> Iterator[Tuple[Feature, Address]]:
logger.debug("unsupported arch: %s", arch)
return
yield Arch(arch), NO_ADDRESS
yield Arch(arch), 0x0
else:
# we likely end up here:
@@ -95,7 +58,7 @@ def extract_arch(buf) -> Iterator[Tuple[Feature, Address]]:
# 2. handling a new file format (e.g. macho)
#
# for (1) we can't do much - its shellcode and all bets are off.
# we could maybe accept a further CLI argument to specify the arch,
# we could maybe accept a futher CLI argument to specify the arch,
# but i think this would be rarely used.
# rules that rely on arch conditions will fail to match on shellcode.
#
@@ -104,15 +67,10 @@ def extract_arch(buf) -> Iterator[Tuple[Feature, Address]]:
return
def extract_os(buf, os=OS_AUTO) -> Iterator[Tuple[Feature, Address]]:
if os != OS_AUTO:
yield OS(os), NO_ADDRESS
if buf.startswith(MATCH_PE):
yield OS(OS_WINDOWS), NO_ADDRESS
elif buf.startswith(MATCH_RESULT):
yield OS(OS_ANY), NO_ADDRESS
elif buf.startswith(MATCH_ELF):
def extract_os(buf):
if buf.startswith(b"MZ"):
yield OS(OS_WINDOWS), 0x0
elif buf.startswith(b"\x7fELF"):
with contextlib.closing(io.BytesIO(buf)) as f:
os = capa.features.extractors.elf.detect_elf_os(f)
@@ -120,7 +78,7 @@ def extract_os(buf, os=OS_AUTO) -> Iterator[Tuple[Feature, Address]]:
logger.debug("unsupported os: %s", os)
return
yield OS(os), NO_ADDRESS
yield OS(os), 0x0
else:
# we likely end up here:
@@ -128,6 +86,8 @@ def extract_os(buf, os=OS_AUTO) -> Iterator[Tuple[Feature, Address]]:
# 2. handling a new file format (e.g. macho)
#
# for (1) we can't do much - its shellcode and all bets are off.
# we could maybe accept a futher CLI argument to specify the OS,
# but i think this would be rarely used.
# rules that rely on OS conditions will fail to match on shellcode.
#
# for (2), this logic will need to be updated as the format is implemented.

View File

@@ -1,155 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
from typing import Dict, List, Tuple, Union, Iterator, Optional
from pathlib import Path
import dnfile
from dncil.cil.opcode import OpCodes
import capa.features.extractors
import capa.features.extractors.dotnetfile
import capa.features.extractors.dnfile.file
import capa.features.extractors.dnfile.insn
import capa.features.extractors.dnfile.function
from capa.features.common import Feature
from capa.features.address import NO_ADDRESS, Address, DNTokenAddress, DNTokenOffsetAddress
from capa.features.extractors.dnfile.types import DnType, DnUnmanagedMethod
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle, FeatureExtractor
from capa.features.extractors.dnfile.helpers import (
get_dotnet_types,
get_dotnet_fields,
get_dotnet_managed_imports,
get_dotnet_managed_methods,
get_dotnet_unmanaged_imports,
get_dotnet_managed_method_bodies,
)
class DnFileFeatureExtractorCache:
def __init__(self, pe: dnfile.dnPE):
self.imports: Dict[int, Union[DnType, DnUnmanagedMethod]] = {}
self.native_imports: Dict[int, Union[DnType, DnUnmanagedMethod]] = {}
self.methods: Dict[int, Union[DnType, DnUnmanagedMethod]] = {}
self.fields: Dict[int, Union[DnType, DnUnmanagedMethod]] = {}
self.types: Dict[int, Union[DnType, DnUnmanagedMethod]] = {}
for import_ in get_dotnet_managed_imports(pe):
self.imports[import_.token] = import_
for native_import in get_dotnet_unmanaged_imports(pe):
self.native_imports[native_import.token] = native_import
for method in get_dotnet_managed_methods(pe):
self.methods[method.token] = method
for field in get_dotnet_fields(pe):
self.fields[field.token] = field
for type_ in get_dotnet_types(pe):
self.types[type_.token] = type_
def get_import(self, token: int) -> Optional[Union[DnType, DnUnmanagedMethod]]:
return self.imports.get(token)
def get_native_import(self, token: int) -> Optional[Union[DnType, DnUnmanagedMethod]]:
return self.native_imports.get(token)
def get_method(self, token: int) -> Optional[Union[DnType, DnUnmanagedMethod]]:
return self.methods.get(token)
def get_field(self, token: int) -> Optional[Union[DnType, DnUnmanagedMethod]]:
return self.fields.get(token)
def get_type(self, token: int) -> Optional[Union[DnType, DnUnmanagedMethod]]:
return self.types.get(token)
class DnfileFeatureExtractor(FeatureExtractor):
def __init__(self, path: Path):
super().__init__()
self.pe: dnfile.dnPE = dnfile.dnPE(str(path))
# pre-compute .NET token lookup tables; each .NET method has access to this cache for feature extraction
# most relevant at instruction scope
self.token_cache: DnFileFeatureExtractorCache = DnFileFeatureExtractorCache(self.pe)
# pre-compute these because we'll yield them at *every* scope.
self.global_features: List[Tuple[Feature, Address]] = []
self.global_features.extend(capa.features.extractors.dotnetfile.extract_file_format())
self.global_features.extend(capa.features.extractors.dotnetfile.extract_file_os(pe=self.pe))
self.global_features.extend(capa.features.extractors.dotnetfile.extract_file_arch(pe=self.pe))
def get_base_address(self):
return NO_ADDRESS
def extract_global_features(self):
yield from self.global_features
def extract_file_features(self):
yield from capa.features.extractors.dnfile.file.extract_features(self.pe)
def get_functions(self) -> Iterator[FunctionHandle]:
# create a method lookup table
methods: Dict[Address, FunctionHandle] = {}
for token, method in get_dotnet_managed_method_bodies(self.pe):
fh: FunctionHandle = FunctionHandle(
address=DNTokenAddress(token),
inner=method,
ctx={"pe": self.pe, "calls_from": set(), "calls_to": set(), "cache": self.token_cache},
)
# method tokens should be unique
assert fh.address not in methods.keys()
methods[fh.address] = fh
# calculate unique calls to/from each method
for fh in methods.values():
for insn in fh.inner.instructions:
if insn.opcode not in (
OpCodes.Call,
OpCodes.Callvirt,
OpCodes.Jmp,
OpCodes.Newobj,
):
continue
address: DNTokenAddress = DNTokenAddress(insn.operand.value)
# record call to destination method; note: we only consider MethodDef methods for destinations
dest: Optional[FunctionHandle] = methods.get(address)
if dest is not None:
dest.ctx["calls_to"].add(fh.address)
# record call from source method; note: we record all unique calls from a MethodDef method, not just
# those calls to other MethodDef methods e.g. calls to imported MemberRef methods
fh.ctx["calls_from"].add(address)
yield from methods.values()
def extract_function_features(self, fh) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.dnfile.function.extract_features(fh)
def get_basic_blocks(self, f) -> Iterator[BBHandle]:
# each dotnet method is considered 1 basic block
yield BBHandle(
address=f.address,
inner=f.inner,
)
def extract_basic_block_features(self, fh, bbh):
# we don't support basic block features
yield from []
def get_instructions(self, fh, bbh):
for insn in bbh.inner.instructions:
yield InsnHandle(
address=DNTokenOffsetAddress(bbh.address, insn.offset - (fh.inner.offset + fh.inner.header_size)),
inner=insn,
)
def extract_insn_features(self, fh, bbh, ih) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.dnfile.insn.extract_features(fh, bbh, ih)

View File

@@ -1,63 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
from typing import Tuple, Iterator
import dnfile
import capa.features.extractors.dotnetfile
from capa.features.file import Import, FunctionName
from capa.features.common import Class, Format, String, Feature, Namespace, Characteristic
from capa.features.address import Address
def extract_file_import_names(pe: dnfile.dnPE) -> Iterator[Tuple[Import, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_import_names(pe=pe)
def extract_file_format(pe: dnfile.dnPE) -> Iterator[Tuple[Format, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_format(pe=pe)
def extract_file_function_names(pe: dnfile.dnPE) -> Iterator[Tuple[FunctionName, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_function_names(pe=pe)
def extract_file_strings(pe: dnfile.dnPE) -> Iterator[Tuple[String, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_strings(pe=pe)
def extract_file_mixed_mode_characteristic_features(pe: dnfile.dnPE) -> Iterator[Tuple[Characteristic, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_mixed_mode_characteristic_features(pe=pe)
def extract_file_namespace_features(pe: dnfile.dnPE) -> Iterator[Tuple[Namespace, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_namespace_features(pe=pe)
def extract_file_class_features(pe: dnfile.dnPE) -> Iterator[Tuple[Class, Address]]:
yield from capa.features.extractors.dotnetfile.extract_file_class_features(pe=pe)
def extract_features(pe: dnfile.dnPE) -> Iterator[Tuple[Feature, Address]]:
for file_handler in FILE_HANDLERS:
for feature, address in file_handler(pe):
yield feature, address
FILE_HANDLERS = (
extract_file_import_names,
extract_file_function_names,
extract_file_strings,
extract_file_format,
extract_file_mixed_mode_characteristic_features,
extract_file_namespace_features,
extract_file_class_features,
)

View File

@@ -1,50 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
import logging
from typing import Tuple, Iterator
from capa.features.common import Feature, Characteristic
from capa.features.address import Address
from capa.features.extractors.base_extractor import FunctionHandle
logger = logging.getLogger(__name__)
def extract_function_calls_to(fh: FunctionHandle) -> Iterator[Tuple[Characteristic, Address]]:
"""extract callers to a function"""
for dest in fh.ctx["calls_to"]:
yield Characteristic("calls to"), dest
def extract_function_calls_from(fh: FunctionHandle) -> Iterator[Tuple[Characteristic, Address]]:
"""extract callers from a function"""
for src in fh.ctx["calls_from"]:
yield Characteristic("calls from"), src
def extract_recursive_call(fh: FunctionHandle) -> Iterator[Tuple[Characteristic, Address]]:
"""extract recursive function call"""
if fh.address in fh.ctx["calls_to"]:
yield Characteristic("recursive call"), fh.address
def extract_function_loop(fh: FunctionHandle) -> Iterator[Tuple[Characteristic, Address]]:
"""extract loop indicators from a function"""
raise NotImplementedError()
def extract_features(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
for func_handler in FUNCTION_HANDLERS:
for feature, addr in func_handler(fh):
yield feature, addr
FUNCTION_HANDLERS = (extract_function_calls_to, extract_function_calls_from, extract_recursive_call)

View File

@@ -1,335 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
import logging
from typing import Dict, Tuple, Union, Iterator, Optional
import dnfile
from dncil.cil.body import CilMethodBody
from dncil.cil.error import MethodBodyFormatError
from dncil.clr.token import Token, StringToken, InvalidToken
from dncil.cil.body.reader import CilMethodBodyReaderBase
from capa.features.common import FeatureAccess
from capa.features.extractors.dnfile.types import DnType, DnUnmanagedMethod
logger = logging.getLogger(__name__)
class DnfileMethodBodyReader(CilMethodBodyReaderBase):
def __init__(self, pe: dnfile.dnPE, row: dnfile.mdtable.MethodDefRow):
self.pe: dnfile.dnPE = pe
self.offset: int = self.pe.get_offset_from_rva(row.Rva)
def read(self, n: int) -> bytes:
data: bytes = self.pe.get_data(self.pe.get_rva_from_offset(self.offset), n)
self.offset += n
return data
def tell(self) -> int:
return self.offset
def seek(self, offset: int) -> int:
self.offset = offset
return self.offset
def resolve_dotnet_token(pe: dnfile.dnPE, token: Token) -> Union[dnfile.base.MDTableRow, InvalidToken, str]:
"""map generic token to string or table row"""
assert pe.net is not None
assert pe.net.mdtables is not None
if isinstance(token, StringToken):
user_string: Optional[str] = read_dotnet_user_string(pe, token)
if user_string is None:
return InvalidToken(token.value)
return user_string
table: Optional[dnfile.base.ClrMetaDataTable] = pe.net.mdtables.tables.get(token.table)
if table is None:
# table index is not valid
return InvalidToken(token.value)
try:
return table.rows[token.rid - 1]
except IndexError:
# table index is valid but row index is not valid
return InvalidToken(token.value)
def read_dotnet_method_body(pe: dnfile.dnPE, row: dnfile.mdtable.MethodDefRow) -> Optional[CilMethodBody]:
"""read dotnet method body"""
try:
return CilMethodBody(DnfileMethodBodyReader(pe, row))
except MethodBodyFormatError as e:
logger.debug("failed to parse managed method body @ 0x%08x (%s)", row.Rva, e)
return None
def read_dotnet_user_string(pe: dnfile.dnPE, token: StringToken) -> Optional[str]:
"""read user string from #US stream"""
assert pe.net is not None
if pe.net.user_strings is None:
# stream may not exist (seen in obfuscated .NET)
logger.debug("#US stream does not exist for stream index 0x%08x", token.rid)
return None
try:
user_string: Optional[dnfile.stream.UserString] = pe.net.user_strings.get_us(token.rid)
except UnicodeDecodeError as e:
logger.debug("failed to decode #US stream index 0x%08x (%s)", token.rid, e)
return None
if user_string is None:
return None
return user_string.value
def get_dotnet_managed_imports(pe: dnfile.dnPE) -> Iterator[DnType]:
"""get managed imports from MemberRef table
see https://www.ntcore.com/files/dotnetformat.htm
10 - MemberRef Table
Each row represents an imported method
Class (index into the TypeRef, ModuleRef, MethodDef, TypeSpec or TypeDef tables)
Name (index into String heap)
01 - TypeRef Table
Each row represents an imported class, its namespace and the assembly which contains it
TypeName (index into String heap)
TypeNamespace (index into String heap)
"""
for rid, member_ref in iter_dotnet_table(pe, dnfile.mdtable.MemberRef.number):
assert isinstance(member_ref, dnfile.mdtable.MemberRefRow)
if not isinstance(member_ref.Class.row, dnfile.mdtable.TypeRefRow):
# only process class imports from TypeRef table
continue
token: int = calculate_dotnet_token_value(dnfile.mdtable.MemberRef.number, rid)
access: Optional[str]
# assume .NET imports starting with get_/set_ are used to access a property
if member_ref.Name.startswith("get_"):
access = FeatureAccess.READ
elif member_ref.Name.startswith("set_"):
access = FeatureAccess.WRITE
else:
access = None
member_ref_name: str = member_ref.Name
if member_ref_name.startswith(("get_", "set_")):
# remove get_/set_ from MemberRef name
member_ref_name = member_ref_name[4:]
yield DnType(
token,
member_ref.Class.row.TypeName,
namespace=member_ref.Class.row.TypeNamespace,
member=member_ref_name,
access=access,
)
def get_dotnet_methoddef_property_accessors(pe: dnfile.dnPE) -> Iterator[Tuple[int, str]]:
"""get MethodDef methods used to access properties
see https://www.ntcore.com/files/dotnetformat.htm
24 - MethodSemantics Table
Links Events and Properties to specific methods. For example one Event can be associated to more methods. A property uses this table to associate get/set methods.
Semantics (a 2-byte bitmask of type MethodSemanticsAttributes)
Method (index into the MethodDef table)
Association (index into the Event or Property table; more precisely, a HasSemantics coded index)
"""
for rid, method_semantics in iter_dotnet_table(pe, dnfile.mdtable.MethodSemantics.number):
assert isinstance(method_semantics, dnfile.mdtable.MethodSemanticsRow)
if method_semantics.Association.row is None:
logger.debug("MethodSemantics[0x%X] Association row is None", rid)
continue
if isinstance(method_semantics.Association.row, dnfile.mdtable.EventRow):
# ignore events
logger.debug("MethodSemantics[0x%X] ignoring Event", rid)
continue
if method_semantics.Method.table is None:
logger.debug("MethodSemantics[0x%X] Method table is None", rid)
continue
token: int = calculate_dotnet_token_value(
method_semantics.Method.table.number, method_semantics.Method.row_index
)
if method_semantics.Semantics.msSetter:
yield token, FeatureAccess.WRITE
elif method_semantics.Semantics.msGetter:
yield token, FeatureAccess.READ
def get_dotnet_managed_methods(pe: dnfile.dnPE) -> Iterator[DnType]:
"""get managed method names from TypeDef table
see https://www.ntcore.com/files/dotnetformat.htm
02 - TypeDef Table
Each row represents a class in the current assembly.
TypeName (index into String heap)
TypeNamespace (index into String heap)
MethodList (index into MethodDef table; it marks the first of a contiguous run of Methods owned by this Type)
"""
accessor_map: Dict[int, str] = {}
for methoddef, methoddef_access in get_dotnet_methoddef_property_accessors(pe):
accessor_map[methoddef] = methoddef_access
for rid, typedef in iter_dotnet_table(pe, dnfile.mdtable.TypeDef.number):
assert isinstance(typedef, dnfile.mdtable.TypeDefRow)
for idx, method in enumerate(typedef.MethodList):
if method.table is None:
logger.debug("TypeDef[0x%X] MethodList[0x%X] table is None", rid, idx)
continue
if method.row is None:
logger.debug("TypeDef[0x%X] MethodList[0x%X] row is None", rid, idx)
continue
token: int = calculate_dotnet_token_value(method.table.number, method.row_index)
access: Optional[str] = accessor_map.get(token)
method_name: str = method.row.Name
if method_name.startswith(("get_", "set_")):
# remove get_/set_
method_name = method_name[4:]
yield DnType(token, typedef.TypeName, namespace=typedef.TypeNamespace, member=method_name, access=access)
def get_dotnet_fields(pe: dnfile.dnPE) -> Iterator[DnType]:
"""get fields from TypeDef table
see https://www.ntcore.com/files/dotnetformat.htm
02 - TypeDef Table
Each row represents a class in the current assembly.
TypeName (index into String heap)
TypeNamespace (index into String heap)
FieldList (index into Field table; it marks the first of a contiguous run of Fields owned by this Type)
"""
for rid, typedef in iter_dotnet_table(pe, dnfile.mdtable.TypeDef.number):
assert isinstance(typedef, dnfile.mdtable.TypeDefRow)
for idx, field in enumerate(typedef.FieldList):
if field.table is None:
logger.debug("TypeDef[0x%X] FieldList[0x%X] table is None", rid, idx)
continue
if field.row is None:
logger.debug("TypeDef[0x%X] FieldList[0x%X] row is None", rid, idx)
continue
token: int = calculate_dotnet_token_value(field.table.number, field.row_index)
yield DnType(token, typedef.TypeName, namespace=typedef.TypeNamespace, member=field.row.Name)
def get_dotnet_managed_method_bodies(pe: dnfile.dnPE) -> Iterator[Tuple[int, CilMethodBody]]:
"""get managed methods from MethodDef table"""
for rid, method_def in iter_dotnet_table(pe, dnfile.mdtable.MethodDef.number):
assert isinstance(method_def, dnfile.mdtable.MethodDefRow)
if not method_def.ImplFlags.miIL or any((method_def.Flags.mdAbstract, method_def.Flags.mdPinvokeImpl)):
# skip methods that do not have a method body
continue
body: Optional[CilMethodBody] = read_dotnet_method_body(pe, method_def)
if body is None:
logger.debug("MethodDef[0x%X] method body is None", rid)
continue
token: int = calculate_dotnet_token_value(dnfile.mdtable.MethodDef.number, rid)
yield token, body
def get_dotnet_unmanaged_imports(pe: dnfile.dnPE) -> Iterator[DnUnmanagedMethod]:
"""get unmanaged imports from ImplMap table
see https://www.ntcore.com/files/dotnetformat.htm
28 - ImplMap Table
ImplMap table holds information about unmanaged methods that can be reached from managed code, using PInvoke dispatch
MemberForwarded (index into the Field or MethodDef table; more precisely, a MemberForwarded coded index)
ImportName (index into the String heap)
ImportScope (index into the ModuleRef table)
"""
for rid, impl_map in iter_dotnet_table(pe, dnfile.mdtable.ImplMap.number):
assert isinstance(impl_map, dnfile.mdtable.ImplMapRow)
module: str
if impl_map.ImportScope.row is None:
logger.debug("ImplMap[0x%X] ImportScope row is None", rid)
module = ""
else:
module = impl_map.ImportScope.row.Name
method: str = impl_map.ImportName
member_forward_table: int
if impl_map.MemberForwarded.table is None:
logger.debug("ImplMap[0x%X] MemberForwarded table is None", rid)
continue
else:
member_forward_table = impl_map.MemberForwarded.table.number
member_forward_row: int = impl_map.MemberForwarded.row_index
# ECMA says "Each row of the ImplMap table associates a row in the MethodDef table (MemberForwarded) with the
# name of a routine (ImportName) in some unmanaged DLL (ImportScope)"; so we calculate and map the MemberForwarded
# MethodDef table token to help us later record native import method calls made from CIL
token: int = calculate_dotnet_token_value(member_forward_table, member_forward_row)
# like Kernel32.dll
if module and "." in module:
module = module.split(".")[0]
# like kernel32.CreateFileA
yield DnUnmanagedMethod(token, module, method)
def get_dotnet_types(pe: dnfile.dnPE) -> Iterator[DnType]:
"""get .NET types from TypeDef and TypeRef tables"""
for rid, typedef in iter_dotnet_table(pe, dnfile.mdtable.TypeDef.number):
assert isinstance(typedef, dnfile.mdtable.TypeDefRow)
typedef_token: int = calculate_dotnet_token_value(dnfile.mdtable.TypeDef.number, rid)
yield DnType(typedef_token, typedef.TypeName, namespace=typedef.TypeNamespace)
for rid, typeref in iter_dotnet_table(pe, dnfile.mdtable.TypeRef.number):
assert isinstance(typeref, dnfile.mdtable.TypeRefRow)
typeref_token: int = calculate_dotnet_token_value(dnfile.mdtable.TypeRef.number, rid)
yield DnType(typeref_token, typeref.TypeName, namespace=typeref.TypeNamespace)
def calculate_dotnet_token_value(table: int, rid: int) -> int:
return ((table & 0xFF) << Token.TABLE_SHIFT) | (rid & Token.RID_MASK)
def is_dotnet_mixed_mode(pe: dnfile.dnPE) -> bool:
assert pe.net is not None
assert pe.net.Flags is not None
return not bool(pe.net.Flags.CLR_ILONLY)
def iter_dotnet_table(pe: dnfile.dnPE, table_index: int) -> Iterator[Tuple[int, dnfile.base.MDTableRow]]:
assert pe.net is not None
assert pe.net.mdtables is not None
for rid, row in enumerate(pe.net.mdtables.tables.get(table_index, [])):
# .NET tables are 1-indexed
yield rid + 1, row

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@@ -1,227 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
import logging
from typing import TYPE_CHECKING, Tuple, Union, Iterator, Optional
if TYPE_CHECKING:
from capa.features.extractors.dnfile.extractor import DnFileFeatureExtractorCache
import dnfile
from dncil.clr.token import Token, StringToken, InvalidToken
from dncil.cil.opcode import OpCodes
import capa.features.extractors.helpers
from capa.features.insn import API, Number, Property
from capa.features.common import Class, String, Feature, Namespace, FeatureAccess, Characteristic
from capa.features.address import Address
from capa.features.extractors.dnfile.types import DnType, DnUnmanagedMethod
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle
from capa.features.extractors.dnfile.helpers import (
resolve_dotnet_token,
read_dotnet_user_string,
calculate_dotnet_token_value,
)
logger = logging.getLogger(__name__)
def get_callee(
pe: dnfile.dnPE, cache: DnFileFeatureExtractorCache, token: Token
) -> Optional[Union[DnType, DnUnmanagedMethod]]:
"""map .NET token to un/managed (generic) method"""
token_: int
if token.table == dnfile.mdtable.MethodSpec.number:
# map MethodSpec to MethodDef or MemberRef
row: Union[dnfile.base.MDTableRow, InvalidToken, str] = resolve_dotnet_token(pe, token)
assert isinstance(row, dnfile.mdtable.MethodSpecRow)
if row.Method.table is None:
logger.debug("MethodSpec[0x%X] Method table is None", token.rid)
return None
token_ = calculate_dotnet_token_value(row.Method.table.number, row.Method.row_index)
else:
token_ = token.value
callee: Optional[Union[DnType, DnUnmanagedMethod]] = cache.get_import(token_)
if callee is None:
# we must check unmanaged imports before managed methods because we map forwarded managed methods
# to their unmanaged imports; we prefer a forwarded managed method be mapped to its unmanaged import for analysis
callee = cache.get_native_import(token_)
if callee is None:
callee = cache.get_method(token_)
return callee
def extract_insn_api_features(fh: FunctionHandle, bh, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction API features"""
if ih.inner.opcode not in (
OpCodes.Call,
OpCodes.Callvirt,
OpCodes.Jmp,
OpCodes.Newobj,
):
return
callee: Optional[Union[DnType, DnUnmanagedMethod]] = get_callee(fh.ctx["pe"], fh.ctx["cache"], ih.inner.operand)
if isinstance(callee, DnType):
# ignore methods used to access properties
if callee.access is None:
# like System.IO.File::Delete
yield API(str(callee)), ih.address
elif isinstance(callee, DnUnmanagedMethod):
# like kernel32.CreateFileA
for name in capa.features.extractors.helpers.generate_symbols(callee.module, callee.method):
yield API(name), ih.address
def extract_insn_property_features(fh: FunctionHandle, bh, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction property features"""
name: Optional[str] = None
access: Optional[str] = None
if ih.inner.opcode in (OpCodes.Call, OpCodes.Callvirt, OpCodes.Jmp):
# property access via MethodDef or MemberRef
callee: Optional[Union[DnType, DnUnmanagedMethod]] = get_callee(fh.ctx["pe"], fh.ctx["cache"], ih.inner.operand)
if isinstance(callee, DnType):
if callee.access is not None:
name = str(callee)
access = callee.access
elif ih.inner.opcode in (OpCodes.Ldfld, OpCodes.Ldflda, OpCodes.Ldsfld, OpCodes.Ldsflda):
# property read via Field
read_field: Optional[Union[DnType, DnUnmanagedMethod]] = fh.ctx["cache"].get_field(ih.inner.operand.value)
if read_field is not None:
name = str(read_field)
access = FeatureAccess.READ
elif ih.inner.opcode in (OpCodes.Stfld, OpCodes.Stsfld):
# property write via Field
write_field: Optional[Union[DnType, DnUnmanagedMethod]] = fh.ctx["cache"].get_field(ih.inner.operand.value)
if write_field is not None:
name = str(write_field)
access = FeatureAccess.WRITE
if name is not None:
if access is not None:
yield Property(name, access=access), ih.address
yield Property(name), ih.address
def extract_insn_namespace_class_features(
fh: FunctionHandle, bh, ih: InsnHandle
) -> Iterator[Tuple[Union[Namespace, Class], Address]]:
"""parse instruction namespace and class features"""
type_: Optional[Union[DnType, DnUnmanagedMethod]] = None
if ih.inner.opcode in (
OpCodes.Call,
OpCodes.Callvirt,
OpCodes.Jmp,
OpCodes.Ldvirtftn,
OpCodes.Ldftn,
OpCodes.Newobj,
):
# method call - includes managed methods (MethodDef, TypeRef) and properties (MethodSemantics, TypeRef)
type_ = get_callee(fh.ctx["pe"], fh.ctx["cache"], ih.inner.operand)
elif ih.inner.opcode in (
OpCodes.Ldfld,
OpCodes.Ldflda,
OpCodes.Ldsfld,
OpCodes.Ldsflda,
OpCodes.Stfld,
OpCodes.Stsfld,
):
# field access
type_ = fh.ctx["cache"].get_field(ih.inner.operand.value)
# ECMA 335 VI.C.4.10
elif ih.inner.opcode in (
OpCodes.Initobj,
OpCodes.Box,
OpCodes.Castclass,
OpCodes.Cpobj,
OpCodes.Isinst,
OpCodes.Ldelem,
OpCodes.Ldelema,
OpCodes.Ldobj,
OpCodes.Mkrefany,
OpCodes.Newarr,
OpCodes.Refanyval,
OpCodes.Sizeof,
OpCodes.Stobj,
OpCodes.Unbox,
OpCodes.Constrained,
OpCodes.Stelem,
OpCodes.Unbox_Any,
):
# type access
type_ = fh.ctx["cache"].get_type(ih.inner.operand.value)
if isinstance(type_, DnType):
yield Class(DnType.format_name(type_.class_, namespace=type_.namespace)), ih.address
if type_.namespace:
yield Namespace(type_.namespace), ih.address
def extract_insn_number_features(fh, bh, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction number features"""
if ih.inner.is_ldc():
yield Number(ih.inner.get_ldc()), ih.address
def extract_insn_string_features(fh: FunctionHandle, bh, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction string features"""
if not ih.inner.is_ldstr():
return
if not isinstance(ih.inner.operand, StringToken):
return
user_string: Optional[str] = read_dotnet_user_string(fh.ctx["pe"], ih.inner.operand)
if user_string is None:
return
if len(user_string) >= 4:
yield String(user_string), ih.address
def extract_unmanaged_call_characteristic_features(
fh: FunctionHandle, bb: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Characteristic, Address]]:
if ih.inner.opcode not in (OpCodes.Call, OpCodes.Callvirt, OpCodes.Jmp):
return
row: Union[str, InvalidToken, dnfile.base.MDTableRow] = resolve_dotnet_token(fh.ctx["pe"], ih.inner.operand)
if not isinstance(row, dnfile.mdtable.MethodDefRow):
return
if any((row.Flags.mdPinvokeImpl, row.ImplFlags.miUnmanaged, row.ImplFlags.miNative)):
yield Characteristic("unmanaged call"), ih.address
def extract_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract instruction features"""
for inst_handler in INSTRUCTION_HANDLERS:
for feature, addr in inst_handler(fh, bbh, ih):
assert isinstance(addr, Address)
yield feature, addr
INSTRUCTION_HANDLERS = (
extract_insn_api_features,
extract_insn_property_features,
extract_insn_number_features,
extract_insn_string_features,
extract_insn_namespace_class_features,
extract_unmanaged_call_characteristic_features,
)

View File

@@ -1,74 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Optional
class DnType:
def __init__(self, token: int, class_: str, namespace: str = "", member: str = "", access: Optional[str] = None):
self.token: int = token
self.access: Optional[str] = access
self.namespace: str = namespace
self.class_: str = class_
if member == ".ctor":
member = "ctor"
if member == ".cctor":
member = "cctor"
self.member: str = member
def __hash__(self):
return hash((self.token, self.access, self.namespace, self.class_, self.member))
def __eq__(self, other):
return (
self.token == other.token
and self.access == other.access
and self.namespace == other.namespace
and self.class_ == other.class_
and self.member == other.member
)
def __str__(self):
return DnType.format_name(self.class_, namespace=self.namespace, member=self.member)
def __repr__(self):
return str(self)
@staticmethod
def format_name(class_: str, namespace: str = "", member: str = ""):
# like File::OpenRead
name: str = f"{class_}::{member}" if member else class_
if namespace:
# like System.IO.File::OpenRead
name = f"{namespace}.{name}"
return name
class DnUnmanagedMethod:
def __init__(self, token: int, module: str, method: str):
self.token: int = token
self.module: str = module
self.method: str = method
def __hash__(self):
return hash((self.token, self.module, self.method))
def __eq__(self, other):
return self.token == other.token and self.module == other.module and self.method == other.method
def __str__(self):
return DnUnmanagedMethod.format_name(self.module, self.method)
def __repr__(self):
return str(self)
@staticmethod
def format_name(module, method):
return f"{module}.{method}"

View File

@@ -1,158 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
from typing import Tuple, Iterator
from pathlib import Path
import dnfile
import pefile
from capa.features.common import (
OS,
OS_ANY,
ARCH_ANY,
ARCH_I386,
FORMAT_PE,
ARCH_AMD64,
FORMAT_DOTNET,
Arch,
Format,
Feature,
)
from capa.features.address import NO_ADDRESS, Address, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import FeatureExtractor
logger = logging.getLogger(__name__)
def extract_file_format(**kwargs) -> Iterator[Tuple[Feature, Address]]:
yield Format(FORMAT_PE), NO_ADDRESS
yield Format(FORMAT_DOTNET), NO_ADDRESS
def extract_file_os(**kwargs) -> Iterator[Tuple[Feature, Address]]:
yield OS(OS_ANY), NO_ADDRESS
def extract_file_arch(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[Feature, Address]]:
# to distinguish in more detail, see https://stackoverflow.com/a/23614024/10548020
# .NET 4.5 added option: any CPU, 32-bit preferred
assert pe.net is not None
assert pe.net.Flags is not None
if pe.net.Flags.CLR_32BITREQUIRED and pe.PE_TYPE == pefile.OPTIONAL_HEADER_MAGIC_PE:
yield Arch(ARCH_I386), NO_ADDRESS
elif not pe.net.Flags.CLR_32BITREQUIRED and pe.PE_TYPE == pefile.OPTIONAL_HEADER_MAGIC_PE_PLUS:
yield Arch(ARCH_AMD64), NO_ADDRESS
else:
yield Arch(ARCH_ANY), NO_ADDRESS
def extract_file_features(pe: dnfile.dnPE) -> Iterator[Tuple[Feature, Address]]:
for file_handler in FILE_HANDLERS:
for feature, address in file_handler(pe=pe): # type: ignore
yield feature, address
FILE_HANDLERS = (
# extract_file_export_names,
# extract_file_import_names,
# extract_file_section_names,
# extract_file_strings,
# extract_file_function_names,
extract_file_format,
)
def extract_global_features(pe: dnfile.dnPE) -> Iterator[Tuple[Feature, Address]]:
for handler in GLOBAL_HANDLERS:
for feature, addr in handler(pe=pe): # type: ignore
yield feature, addr
GLOBAL_HANDLERS = (
extract_file_os,
extract_file_arch,
)
class DnfileFeatureExtractor(FeatureExtractor):
def __init__(self, path: Path):
super().__init__()
self.path: Path = path
self.pe: dnfile.dnPE = dnfile.dnPE(str(path))
def get_base_address(self) -> AbsoluteVirtualAddress:
return AbsoluteVirtualAddress(0x0)
def get_entry_point(self) -> int:
# self.pe.net.Flags.CLT_NATIVE_ENTRYPOINT
# True: native EP: Token
# False: managed EP: RVA
assert self.pe.net is not None
assert self.pe.net.struct is not None
return self.pe.net.struct.EntryPointTokenOrRva
def extract_global_features(self):
yield from extract_global_features(self.pe)
def extract_file_features(self):
yield from extract_file_features(self.pe)
def is_dotnet_file(self) -> bool:
return bool(self.pe.net)
def is_mixed_mode(self) -> bool:
assert self.pe is not None
assert self.pe.net is not None
assert self.pe.net.Flags is not None
return not bool(self.pe.net.Flags.CLR_ILONLY)
def get_runtime_version(self) -> Tuple[int, int]:
assert self.pe is not None
assert self.pe.net is not None
assert self.pe.net.struct is not None
return self.pe.net.struct.MajorRuntimeVersion, self.pe.net.struct.MinorRuntimeVersion
def get_meta_version_string(self) -> str:
assert self.pe.net is not None
assert self.pe.net.metadata is not None
assert self.pe.net.metadata.struct is not None
assert self.pe.net.metadata.struct.Version is not None
vbuf = self.pe.net.metadata.struct.Version
assert isinstance(vbuf, bytes)
return vbuf.rstrip(b"\x00").decode("utf-8")
def get_functions(self):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def extract_function_features(self, f):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def get_basic_blocks(self, f):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def extract_basic_block_features(self, f, bb):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def get_instructions(self, f, bb):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def extract_insn_features(self, f, bb, insn):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def is_library_function(self, va):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")
def get_function_name(self, va):
raise NotImplementedError("DnfileFeatureExtractor can only be used to extract file features")

View File

@@ -1,239 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
from typing import Tuple, Iterator
from pathlib import Path
import dnfile
import pefile
import capa.features.extractors.helpers
from capa.features.file import Import, FunctionName
from capa.features.common import (
OS,
OS_ANY,
ARCH_ANY,
ARCH_I386,
FORMAT_PE,
ARCH_AMD64,
FORMAT_DOTNET,
Arch,
Class,
Format,
String,
Feature,
Namespace,
Characteristic,
)
from capa.features.address import NO_ADDRESS, Address, DNTokenAddress
from capa.features.extractors.base_extractor import FeatureExtractor
from capa.features.extractors.dnfile.helpers import (
DnType,
iter_dotnet_table,
is_dotnet_mixed_mode,
get_dotnet_managed_imports,
get_dotnet_managed_methods,
calculate_dotnet_token_value,
get_dotnet_unmanaged_imports,
)
logger = logging.getLogger(__name__)
def extract_file_format(**kwargs) -> Iterator[Tuple[Format, Address]]:
yield Format(FORMAT_PE), NO_ADDRESS
yield Format(FORMAT_DOTNET), NO_ADDRESS
def extract_file_import_names(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[Import, Address]]:
for method in get_dotnet_managed_imports(pe):
# like System.IO.File::OpenRead
yield Import(str(method)), DNTokenAddress(method.token)
for imp in get_dotnet_unmanaged_imports(pe):
# like kernel32.CreateFileA
for name in capa.features.extractors.helpers.generate_symbols(imp.module, imp.method):
yield Import(name), DNTokenAddress(imp.token)
def extract_file_function_names(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[FunctionName, Address]]:
for method in get_dotnet_managed_methods(pe):
yield FunctionName(str(method)), DNTokenAddress(method.token)
def extract_file_namespace_features(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[Namespace, Address]]:
"""emit namespace features from TypeRef and TypeDef tables"""
# namespaces may be referenced multiple times, so we need to filter
namespaces = set()
for _, typedef in iter_dotnet_table(pe, dnfile.mdtable.TypeDef.number):
# emit internal .NET namespaces
assert isinstance(typedef, dnfile.mdtable.TypeDefRow)
namespaces.add(typedef.TypeNamespace)
for _, typeref in iter_dotnet_table(pe, dnfile.mdtable.TypeRef.number):
# emit external .NET namespaces
assert isinstance(typeref, dnfile.mdtable.TypeRefRow)
namespaces.add(typeref.TypeNamespace)
# namespaces may be empty, discard
namespaces.discard("")
for namespace in namespaces:
# namespace do not have an associated token, so we yield 0x0
yield Namespace(namespace), NO_ADDRESS
def extract_file_class_features(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[Class, Address]]:
"""emit class features from TypeRef and TypeDef tables"""
for rid, typedef in iter_dotnet_table(pe, dnfile.mdtable.TypeDef.number):
# emit internal .NET classes
assert isinstance(typedef, dnfile.mdtable.TypeDefRow)
token = calculate_dotnet_token_value(dnfile.mdtable.TypeDef.number, rid)
yield Class(DnType.format_name(typedef.TypeName, namespace=typedef.TypeNamespace)), DNTokenAddress(token)
for rid, typeref in iter_dotnet_table(pe, dnfile.mdtable.TypeRef.number):
# emit external .NET classes
assert isinstance(typeref, dnfile.mdtable.TypeRefRow)
token = calculate_dotnet_token_value(dnfile.mdtable.TypeRef.number, rid)
yield Class(DnType.format_name(typeref.TypeName, namespace=typeref.TypeNamespace)), DNTokenAddress(token)
def extract_file_os(**kwargs) -> Iterator[Tuple[OS, Address]]:
yield OS(OS_ANY), NO_ADDRESS
def extract_file_arch(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[Arch, Address]]:
# to distinguish in more detail, see https://stackoverflow.com/a/23614024/10548020
# .NET 4.5 added option: any CPU, 32-bit preferred
assert pe.net is not None
assert pe.net.Flags is not None
if pe.net.Flags.CLR_32BITREQUIRED and pe.PE_TYPE == pefile.OPTIONAL_HEADER_MAGIC_PE:
yield Arch(ARCH_I386), NO_ADDRESS
elif not pe.net.Flags.CLR_32BITREQUIRED and pe.PE_TYPE == pefile.OPTIONAL_HEADER_MAGIC_PE_PLUS:
yield Arch(ARCH_AMD64), NO_ADDRESS
else:
yield Arch(ARCH_ANY), NO_ADDRESS
def extract_file_strings(pe: dnfile.dnPE, **kwargs) -> Iterator[Tuple[String, Address]]:
yield from capa.features.extractors.common.extract_file_strings(pe.__data__)
def extract_file_mixed_mode_characteristic_features(
pe: dnfile.dnPE, **kwargs
) -> Iterator[Tuple[Characteristic, Address]]:
if is_dotnet_mixed_mode(pe):
yield Characteristic("mixed mode"), NO_ADDRESS
def extract_file_features(pe: dnfile.dnPE) -> Iterator[Tuple[Feature, Address]]:
for file_handler in FILE_HANDLERS:
for feature, addr in file_handler(pe=pe): # type: ignore
yield feature, addr
FILE_HANDLERS = (
extract_file_import_names,
extract_file_function_names,
extract_file_strings,
extract_file_format,
extract_file_mixed_mode_characteristic_features,
extract_file_namespace_features,
extract_file_class_features,
)
def extract_global_features(pe: dnfile.dnPE) -> Iterator[Tuple[Feature, Address]]:
for handler in GLOBAL_HANDLERS:
for feature, va in handler(pe=pe): # type: ignore
yield feature, va
GLOBAL_HANDLERS = (
extract_file_os,
extract_file_arch,
)
class DotnetFileFeatureExtractor(FeatureExtractor):
def __init__(self, path: Path):
super().__init__()
self.path: Path = path
self.pe: dnfile.dnPE = dnfile.dnPE(str(path))
def get_base_address(self):
return NO_ADDRESS
def get_entry_point(self) -> int:
# self.pe.net.Flags.CLT_NATIVE_ENTRYPOINT
# True: native EP: Token
# False: managed EP: RVA
assert self.pe.net is not None
assert self.pe.net.struct is not None
return self.pe.net.struct.EntryPointTokenOrRva
def extract_global_features(self):
yield from extract_global_features(self.pe)
def extract_file_features(self):
yield from extract_file_features(self.pe)
def is_dotnet_file(self) -> bool:
return bool(self.pe.net)
def is_mixed_mode(self) -> bool:
return is_dotnet_mixed_mode(self.pe)
def get_runtime_version(self) -> Tuple[int, int]:
assert self.pe.net is not None
assert self.pe.net.struct is not None
assert self.pe.net.struct.MajorRuntimeVersion is not None
assert self.pe.net.struct.MinorRuntimeVersion is not None
return self.pe.net.struct.MajorRuntimeVersion, self.pe.net.struct.MinorRuntimeVersion
def get_meta_version_string(self) -> str:
assert self.pe.net is not None
assert self.pe.net.metadata is not None
assert self.pe.net.metadata.struct is not None
assert self.pe.net.metadata.struct.Version is not None
vbuf = self.pe.net.metadata.struct.Version
assert isinstance(vbuf, bytes)
return vbuf.rstrip(b"\x00").decode("utf-8")
def get_functions(self):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def extract_function_features(self, f):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def get_basic_blocks(self, f):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def extract_basic_block_features(self, f, bb):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def get_instructions(self, f, bb):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def extract_insn_features(self, f, bb, insn):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def is_library_function(self, va):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")
def get_function_name(self, va):
raise NotImplementedError("DotnetFileFeatureExtractor can only be used to extract file features")

File diff suppressed because it is too large Load Diff

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,15 +7,15 @@
# See the License for the specific language governing permissions and limitations under the License.
import io
import logging
import contextlib
from typing import Tuple, Iterator
from pathlib import Path
from elftools.elf.elffile import ELFFile, SymbolTableSection
import capa.features.extractors.common
from capa.features.file import Import, Section
from capa.features.common import OS, FORMAT_ELF, Arch, Format, Feature
from capa.features.address import NO_ADDRESS, FileOffsetAddress, AbsoluteVirtualAddress
from capa.features.extractors.elf import Arch as ElfArch
from capa.features.extractors.base_extractor import FeatureExtractor
logger = logging.getLogger(__name__)
@@ -25,29 +25,29 @@ def extract_file_import_names(elf, **kwargs):
# see https://github.com/eliben/pyelftools/blob/0664de05ed2db3d39041e2d51d19622a8ef4fb0f/scripts/readelf.py#L372
symbol_tables = [(idx, s) for idx, s in enumerate(elf.iter_sections()) if isinstance(s, SymbolTableSection)]
for _, section in symbol_tables:
for section_index, section in symbol_tables:
if not isinstance(section, SymbolTableSection):
continue
if section["sh_entsize"] == 0:
logger.debug("Symbol table '%s' has a sh_entsize of zero!", section.name)
logger.debug("Symbol table '%s' has a sh_entsize of zero!" % (section.name))
continue
logger.debug("Symbol table '%s' contains %s entries:", section.name, section.num_symbols())
logger.debug("Symbol table '%s' contains %s entries:" % (section.name, section.num_symbols()))
for _, symbol in enumerate(section.iter_symbols()):
for nsym, symbol in enumerate(section.iter_symbols()):
if symbol.name and symbol.entry.st_info.type == "STT_FUNC":
# TODO(williballenthin): extract symbol address
# https://github.com/mandiant/capa/issues/1608
yield Import(symbol.name), FileOffsetAddress(0x0)
# TODO symbol address
# TODO symbol version info?
yield Import(symbol.name), 0x0
def extract_file_section_names(elf, **kwargs):
for section in elf.iter_sections():
if section.name:
yield Section(section.name), AbsoluteVirtualAddress(section.header.sh_addr)
yield Section(section.name), section.header.sh_addr
elif section.is_null():
yield Section("NULL"), AbsoluteVirtualAddress(section.header.sh_addr)
yield Section("NULL"), section.header.sh_addr
def extract_file_strings(buf, **kwargs):
@@ -58,35 +58,35 @@ def extract_file_os(elf, buf, **kwargs):
# our current approach does not always get an OS value, e.g. for packed samples
# for file limitation purposes, we're more lax here
try:
os_tuple = next(capa.features.extractors.common.extract_os(buf))
yield os_tuple
os = next(capa.features.extractors.common.extract_os(buf))
yield os
except StopIteration:
yield OS("unknown"), NO_ADDRESS
yield OS("unknown"), 0x0
def extract_file_format(**kwargs):
yield Format(FORMAT_ELF), NO_ADDRESS
yield Format(FORMAT_ELF), 0x0
def extract_file_arch(elf, **kwargs):
# TODO merge with capa.features.extractors.elf.detect_elf_arch()
arch = elf.get_machine_arch()
if arch == "x86":
yield Arch("i386"), NO_ADDRESS
yield Arch(ElfArch.I386), 0x0
elif arch == "x64":
yield Arch("amd64"), NO_ADDRESS
yield Arch(ElfArch.AMD64), 0x0
else:
logger.warning("unsupported architecture: %s", arch)
def extract_file_features(elf: ELFFile, buf: bytes) -> Iterator[Tuple[Feature, int]]:
for file_handler in FILE_HANDLERS:
for feature, addr in file_handler(elf=elf, buf=buf): # type: ignore
yield feature, addr
for feature, va in file_handler(elf=elf, buf=buf): # type: ignore
yield feature, va
FILE_HANDLERS = (
# TODO(williballenthin): implement extract_file_export_names
# https://github.com/mandiant/capa/issues/1607
# TODO extract_file_export_names,
extract_file_import_names,
extract_file_section_names,
extract_file_strings,
@@ -97,8 +97,8 @@ FILE_HANDLERS = (
def extract_global_features(elf: ELFFile, buf: bytes) -> Iterator[Tuple[Feature, int]]:
for global_handler in GLOBAL_HANDLERS:
for feature, addr in global_handler(elf=elf, buf=buf): # type: ignore
yield feature, addr
for feature, va in global_handler(elf=elf, buf=buf): # type: ignore
yield feature, va
GLOBAL_HANDLERS = (
@@ -108,28 +108,31 @@ GLOBAL_HANDLERS = (
class ElfFeatureExtractor(FeatureExtractor):
def __init__(self, path: Path):
super().__init__()
self.path: Path = path
self.elf = ELFFile(io.BytesIO(path.read_bytes()))
def __init__(self, path: str):
super(ElfFeatureExtractor, self).__init__()
self.path = path
with open(self.path, "rb") as f:
self.elf = ELFFile(io.BytesIO(f.read()))
def get_base_address(self):
# virtual address of the first segment with type LOAD
for segment in self.elf.iter_segments():
if segment.header.p_type == "PT_LOAD":
return AbsoluteVirtualAddress(segment.header.p_vaddr)
return segment.header.p_vaddr
def extract_global_features(self):
buf = self.path.read_bytes()
with open(self.path, "rb") as f:
buf = f.read()
for feature, addr in extract_global_features(self.elf, buf):
yield feature, addr
for feature, va in extract_global_features(self.elf, buf):
yield feature, va
def extract_file_features(self):
buf = self.path.read_bytes()
with open(self.path, "rb") as f:
buf = f.read()
for feature, addr in extract_file_features(self.elf, buf):
yield feature, addr
for feature, va in extract_file_features(self.elf, buf):
yield feature, va
def get_functions(self):
raise NotImplementedError("ElfFeatureExtractor can only be used to extract file features")
@@ -149,8 +152,8 @@ class ElfFeatureExtractor(FeatureExtractor):
def extract_insn_features(self, f, bb, insn):
raise NotImplementedError("ElfFeatureExtractor can only be used to extract file features")
def is_library_function(self, addr):
def is_library_function(self, va):
raise NotImplementedError("ElfFeatureExtractor can only be used to extract file features")
def get_function_name(self, addr):
def get_function_name(self, va):
raise NotImplementedError("ElfFeatureExtractor can only be used to extract file features")

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -29,7 +29,8 @@ def is_aw_function(symbol: str) -> bool:
if symbol[-1] not in ("A", "W"):
return False
return True
# second to last character should be lowercase letter
return "a" <= symbol[-2] <= "z" or "0" <= symbol[-2] <= "9"
def is_ordinal(symbol: str) -> bool:
@@ -51,11 +52,8 @@ def generate_symbols(dll: str, symbol: str) -> Iterator[str]:
- CreateFileA
- CreateFile
"""
# normalize dll name
dll = dll.lower()
# kernel32.CreateFileA
yield f"{dll}.{symbol}"
yield "%s.%s" % (dll, symbol)
if not is_ordinal(symbol):
# CreateFileA
@@ -63,30 +61,13 @@ def generate_symbols(dll: str, symbol: str) -> Iterator[str]:
if is_aw_function(symbol):
# kernel32.CreateFile
yield f"{dll}.{symbol[:-1]}"
yield "%s.%s" % (dll, symbol[:-1])
if not is_ordinal(symbol):
# CreateFile
yield symbol[:-1]
def reformat_forwarded_export_name(forwarded_name: str) -> str:
"""
a forwarded export has a DLL name/path an symbol name.
we want the former to be lowercase, and the latter to be verbatim.
"""
# use rpartition so we can split on separator between dll and name.
# the dll name can be a full path, like in the case of
# ef64d6d7c34250af8e21a10feb931c9b
# which i assume means the path can have embedded periods.
# so we don't want the first period, we want the last.
forwarded_dll, _, forwarded_symbol = forwarded_name.rpartition(".")
forwarded_dll = forwarded_dll.lower()
return f"{forwarded_dll}.{forwarded_symbol}"
def all_zeros(bytez: bytes) -> bool:
return all(b == 0 for b in builtins.bytes(bytez))
@@ -129,6 +110,7 @@ def carve_pe(pbytes: bytes, offset: int = 0) -> Iterator[Tuple[int, int]]:
todo = [(off, mzx, pex, key) for (off, mzx, pex, key) in todo if off != -1]
while len(todo):
off, mzx, pex, key = todo.pop()
# The MZ header has one field we will check

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -8,21 +8,22 @@
import string
import struct
from typing import Tuple, Iterator
import idaapi
import capa.features.extractors.ida.helpers
from capa.features.common import Feature, Characteristic
from capa.features.address import Address
from capa.features.common import Characteristic
from capa.features.basicblock import BasicBlock
from capa.features.extractors.ida import helpers
from capa.features.extractors.helpers import MIN_STACKSTRING_LEN
from capa.features.extractors.base_extractor import BBHandle, FunctionHandle
def get_printable_len(op: idaapi.op_t) -> int:
"""Return string length if all operand bytes are ascii or utf16-le printable"""
def get_printable_len(op):
"""Return string length if all operand bytes are ascii or utf16-le printable
args:
op (IDA op_t)
"""
op_val = capa.features.extractors.ida.helpers.mask_op_val(op)
if op.dtype == idaapi.dt_byte:
@@ -34,14 +35,14 @@ def get_printable_len(op: idaapi.op_t) -> int:
elif op.dtype == idaapi.dt_qword:
chars = struct.pack("<Q", op_val)
else:
raise ValueError(f"Unhandled operand data type 0x{op.dtype:x}.")
raise ValueError("Unhandled operand data type 0x%x." % op.dtype)
def is_printable_ascii(chars_: bytes):
return all(c < 127 and chr(c) in string.printable for c in chars_)
def is_printable_ascii(chars):
return all(c < 127 and chr(c) in string.printable for c in chars)
def is_printable_utf16le(chars_: bytes):
if all(c == 0x00 for c in chars_[1::2]):
return is_printable_ascii(chars_[::2])
def is_printable_utf16le(chars):
if all(c == 0x00 for c in chars[1::2]):
return is_printable_ascii(chars[::2])
if is_printable_ascii(chars):
return idaapi.get_dtype_size(op.dtype)
@@ -52,8 +53,12 @@ def get_printable_len(op: idaapi.op_t) -> int:
return 0
def is_mov_imm_to_stack(insn: idaapi.insn_t) -> bool:
"""verify instruction moves immediate onto stack"""
def is_mov_imm_to_stack(insn):
"""verify instruction moves immediate onto stack
args:
insn (IDA insn_t)
"""
if insn.Op2.type != idaapi.o_imm:
return False
@@ -66,10 +71,14 @@ def is_mov_imm_to_stack(insn: idaapi.insn_t) -> bool:
return True
def bb_contains_stackstring(f: idaapi.func_t, bb: idaapi.BasicBlock) -> bool:
def bb_contains_stackstring(f, bb):
"""check basic block for stackstring indicators
true if basic block contains enough moves of constant bytes to the stack
args:
f (IDA func_t)
bb (IDA BasicBlock)
"""
count = 0
for insn in capa.features.extractors.ida.helpers.get_instructions_in_range(bb.start_ea, bb.end_ea):
@@ -80,27 +89,57 @@ def bb_contains_stackstring(f: idaapi.func_t, bb: idaapi.BasicBlock) -> bool:
return False
def extract_bb_stackstring(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract stackstring indicators from basic block"""
if bb_contains_stackstring(fh.inner, bbh.inner):
yield Characteristic("stack string"), bbh.address
def extract_bb_stackstring(f, bb):
"""extract stackstring indicators from basic block
args:
f (IDA func_t)
bb (IDA BasicBlock)
"""
if bb_contains_stackstring(f, bb):
yield Characteristic("stack string"), bb.start_ea
def extract_bb_tight_loop(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract tight loop indicators from a basic block"""
if capa.features.extractors.ida.helpers.is_basic_block_tight_loop(bbh.inner):
yield Characteristic("tight loop"), bbh.address
def extract_bb_tight_loop(f, bb):
"""extract tight loop indicators from a basic block
args:
f (IDA func_t)
bb (IDA BasicBlock)
"""
if capa.features.extractors.ida.helpers.is_basic_block_tight_loop(bb):
yield Characteristic("tight loop"), bb.start_ea
def extract_features(fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract basic block features"""
def extract_features(f, bb):
"""extract basic block features
args:
f (IDA func_t)
bb (IDA BasicBlock)
"""
for bb_handler in BASIC_BLOCK_HANDLERS:
for feature, addr in bb_handler(fh, bbh):
yield feature, addr
yield BasicBlock(), bbh.address
for (feature, ea) in bb_handler(f, bb):
yield feature, ea
yield BasicBlock(), bb.start_ea
BASIC_BLOCK_HANDLERS = (
extract_bb_tight_loop,
extract_bb_stackstring,
)
def main():
features = []
for f in helpers.get_functions(skip_thunks=True, skip_libs=True):
for bb in idaapi.FlowChart(f, flags=idaapi.FC_PREDS):
features.extend(list(extract_features(f, bb)))
import pprint
pprint.pprint(features)
if __name__ == "__main__":
main()

View File

@@ -1,12 +1,10 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import List, Tuple, Iterator
import idaapi
import capa.ida.helpers
@@ -16,21 +14,57 @@ import capa.features.extractors.ida.insn
import capa.features.extractors.ida.global_
import capa.features.extractors.ida.function
import capa.features.extractors.ida.basicblock
from capa.features.common import Feature
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle, FeatureExtractor
from capa.features.extractors.base_extractor import FeatureExtractor
class FunctionHandle:
"""this acts like an idaapi.func_t but with __int__()"""
def __init__(self, inner):
self._inner = inner
def __int__(self):
return self.start_ea
def __getattr__(self, name):
return getattr(self._inner, name)
class BasicBlockHandle:
"""this acts like an idaapi.BasicBlock but with __int__()"""
def __init__(self, inner):
self._inner = inner
def __int__(self):
return self.start_ea
def __getattr__(self, name):
return getattr(self._inner, name)
class InstructionHandle:
"""this acts like an idaapi.insn_t but with __int__()"""
def __init__(self, inner):
self._inner = inner
def __int__(self):
return self.ea
def __getattr__(self, name):
return getattr(self._inner, name)
class IdaFeatureExtractor(FeatureExtractor):
def __init__(self):
super().__init__()
self.global_features: List[Tuple[Feature, Address]] = []
self.global_features.extend(capa.features.extractors.ida.file.extract_file_format())
super(IdaFeatureExtractor, self).__init__()
self.global_features = []
self.global_features.extend(capa.features.extractors.ida.global_.extract_os())
self.global_features.extend(capa.features.extractors.ida.global_.extract_arch())
def get_base_address(self):
return AbsoluteVirtualAddress(idaapi.get_imagebase())
return idaapi.get_imagebase()
def extract_global_features(self):
yield from self.global_features
@@ -38,34 +72,41 @@ class IdaFeatureExtractor(FeatureExtractor):
def extract_file_features(self):
yield from capa.features.extractors.ida.file.extract_features()
def get_functions(self) -> Iterator[FunctionHandle]:
def get_functions(self):
import capa.features.extractors.ida.helpers as ida_helpers
# data structure shared across functions yielded here.
# useful for caching analysis relevant across a single workspace.
ctx = {}
# ignore library functions and thunk functions as identified by IDA
yield from ida_helpers.get_functions(skip_thunks=True, skip_libs=True)
for f in ida_helpers.get_functions(skip_thunks=True, skip_libs=True):
setattr(f, "ctx", ctx)
yield FunctionHandle(f)
@staticmethod
def get_function(ea: int) -> FunctionHandle:
def get_function(ea):
f = idaapi.get_func(ea)
return FunctionHandle(address=AbsoluteVirtualAddress(f.start_ea), inner=f)
setattr(f, "ctx", {})
return FunctionHandle(f)
def extract_function_features(self, fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.ida.function.extract_features(fh)
def extract_function_features(self, f):
yield from capa.features.extractors.ida.function.extract_features(f)
def get_basic_blocks(self, fh: FunctionHandle) -> Iterator[BBHandle]:
def get_basic_blocks(self, f):
import capa.features.extractors.ida.helpers as ida_helpers
for bb in ida_helpers.get_function_blocks(fh.inner):
yield BBHandle(address=AbsoluteVirtualAddress(bb.start_ea), inner=bb)
for bb in ida_helpers.get_function_blocks(f):
yield BasicBlockHandle(bb)
def extract_basic_block_features(self, fh: FunctionHandle, bbh: BBHandle) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.ida.basicblock.extract_features(fh, bbh)
def extract_basic_block_features(self, f, bb):
yield from capa.features.extractors.ida.basicblock.extract_features(f, bb)
def get_instructions(self, fh: FunctionHandle, bbh: BBHandle) -> Iterator[InsnHandle]:
def get_instructions(self, f, bb):
import capa.features.extractors.ida.helpers as ida_helpers
for insn in ida_helpers.get_instructions_in_range(bbh.inner.start_ea, bbh.inner.end_ea):
yield InsnHandle(address=AbsoluteVirtualAddress(insn.ea), inner=insn)
for insn in ida_helpers.get_instructions_in_range(bb.start_ea, bb.end_ea):
yield InstructionHandle(insn)
def extract_insn_features(self, fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle):
yield from capa.features.extractors.ida.insn.extract_features(fh, bbh, ih)
def extract_insn_features(self, f, bb, insn):
yield from capa.features.extractors.ida.insn.extract_features(f, bb, insn)

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,29 +7,27 @@
# See the License for the specific language governing permissions and limitations under the License.
import struct
from typing import Tuple, Iterator
import idc
import idaapi
import idautils
import ida_entry
import ida_loader
import capa.features.extractors.common
import capa.features.extractors.helpers
import capa.features.extractors.strings
import capa.features.extractors.ida.helpers
from capa.features.file import Export, Import, Section, FunctionName
from capa.features.common import FORMAT_PE, FORMAT_ELF, Format, String, Feature, Characteristic
from capa.features.address import NO_ADDRESS, Address, FileOffsetAddress, AbsoluteVirtualAddress
MAX_OFFSET_PE_AFTER_MZ = 0x200
from capa.features.common import OS, FORMAT_PE, FORMAT_ELF, OS_WINDOWS, Format, String, Characteristic
def check_segment_for_pe(seg: idaapi.segment_t) -> Iterator[Tuple[int, int]]:
def check_segment_for_pe(seg):
"""check segment for embedded PE
adapted for IDA from:
https://github.com/vivisect/vivisect/blob/91e8419a861f49779f18316f155311967e696836/PE/carve.py#L25
https://github.com/vivisect/vivisect/blob/7be4037b1cecc4551b397f840405a1fc606f9b53/PE/carve.py#L19
args:
seg (IDA segment_t)
"""
seg_max = seg.end_ea
mz_xor = [
@@ -42,15 +40,14 @@ def check_segment_for_pe(seg: idaapi.segment_t) -> Iterator[Tuple[int, int]]:
]
todo = []
for mzx, pex, i in mz_xor:
# find all segment offsets containing XOR'd "MZ" bytes
for (mzx, pex, i) in mz_xor:
for off in capa.features.extractors.ida.helpers.find_byte_sequence(seg.start_ea, seg.end_ea, mzx):
todo.append((off, mzx, pex, i))
while len(todo):
off, mzx, pex, i = todo.pop()
# MZ header has one field we will check e_lfanew is at 0x3c
# The MZ header has one field we will check e_lfanew is at 0x3c
e_lfanew = off + 0x3C
if seg_max < (e_lfanew + 4):
@@ -58,19 +55,18 @@ def check_segment_for_pe(seg: idaapi.segment_t) -> Iterator[Tuple[int, int]]:
newoff = struct.unpack("<I", capa.features.extractors.helpers.xor_static(idc.get_bytes(e_lfanew, 4), i))[0]
# assume XOR'd "PE" bytes exist within threshold
if newoff > MAX_OFFSET_PE_AFTER_MZ:
continue
peoff = off + newoff
if seg_max < (peoff + 2):
continue
if idc.get_bytes(peoff, 2) == pex:
yield off, i
yield (off, i)
for nextres in capa.features.extractors.ida.helpers.find_byte_sequence(off + 1, seg.end_ea, mzx):
todo.append((nextres, mzx, pex, i))
def extract_file_embedded_pe() -> Iterator[Tuple[Feature, Address]]:
def extract_file_embedded_pe():
"""extract embedded PE features
IDA must load resource sections for this to be complete
@@ -78,23 +74,17 @@ def extract_file_embedded_pe() -> Iterator[Tuple[Feature, Address]]:
- Check 'Load resource sections' when opening binary in IDA manually
"""
for seg in capa.features.extractors.ida.helpers.get_segments(skip_header_segments=True):
for ea, _ in check_segment_for_pe(seg):
yield Characteristic("embedded pe"), FileOffsetAddress(ea)
for (ea, _) in check_segment_for_pe(seg):
yield Characteristic("embedded pe"), ea
def extract_file_export_names() -> Iterator[Tuple[Feature, Address]]:
def extract_file_export_names():
"""extract function exports"""
for _, ordinal, ea, name in idautils.Entries():
forwarded_name = ida_entry.get_entry_forwarder(ordinal)
if forwarded_name is None:
yield Export(name), AbsoluteVirtualAddress(ea)
else:
forwarded_name = capa.features.extractors.helpers.reformat_forwarded_export_name(forwarded_name)
yield Export(forwarded_name), AbsoluteVirtualAddress(ea)
yield Characteristic("forwarded export"), AbsoluteVirtualAddress(ea)
for (_, _, ea, name) in idautils.Entries():
yield Export(name), ea
def extract_file_import_names() -> Iterator[Tuple[Feature, Address]]:
def extract_file_import_names():
"""extract function imports
1. imports by ordinal:
@@ -105,32 +95,28 @@ def extract_file_import_names() -> Iterator[Tuple[Feature, Address]]:
- modulename.importname
- importname
"""
for ea, info in capa.features.extractors.ida.helpers.get_file_imports().items():
addr = AbsoluteVirtualAddress(ea)
for (ea, info) in capa.features.extractors.ida.helpers.get_file_imports().items():
if info[1] and info[2]:
# e.g. in mimikatz: ('cabinet', 'FCIAddFile', 11L)
# extract by name here and by ordinal below
for name in capa.features.extractors.helpers.generate_symbols(info[0], info[1]):
yield Import(name), addr
yield Import(name), ea
dll = info[0]
symbol = f"#{info[2]}"
symbol = "#%d" % (info[2])
elif info[1]:
dll = info[0]
symbol = info[1]
elif info[2]:
dll = info[0]
symbol = f"#{info[2]}"
symbol = "#%d" % (info[2])
else:
continue
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield Import(name), addr
for ea, info in capa.features.extractors.ida.helpers.get_file_externs().items():
yield Import(info[1]), AbsoluteVirtualAddress(ea)
yield Import(name), ea
def extract_file_section_names() -> Iterator[Tuple[Feature, Address]]:
def extract_file_section_names():
"""extract section names
IDA must load resource sections for this to be complete
@@ -138,10 +124,10 @@ def extract_file_section_names() -> Iterator[Tuple[Feature, Address]]:
- Check 'Load resource sections' when opening binary in IDA manually
"""
for seg in capa.features.extractors.ida.helpers.get_segments(skip_header_segments=True):
yield Section(idaapi.get_segm_name(seg)), AbsoluteVirtualAddress(seg.start_ea)
yield Section(idaapi.get_segm_name(seg)), seg.start_ea
def extract_file_strings() -> Iterator[Tuple[Feature, Address]]:
def extract_file_strings():
"""extract ASCII and UTF-16 LE strings
IDA must load resource sections for this to be complete
@@ -151,50 +137,41 @@ def extract_file_strings() -> Iterator[Tuple[Feature, Address]]:
for seg in capa.features.extractors.ida.helpers.get_segments():
seg_buff = capa.features.extractors.ida.helpers.get_segment_buffer(seg)
# differing to common string extractor factor in segment offset here
for s in capa.features.extractors.strings.extract_ascii_strings(seg_buff):
yield String(s.s), FileOffsetAddress(seg.start_ea + s.offset)
yield String(s.s), (seg.start_ea + s.offset)
for s in capa.features.extractors.strings.extract_unicode_strings(seg_buff):
yield String(s.s), FileOffsetAddress(seg.start_ea + s.offset)
yield String(s.s), (seg.start_ea + s.offset)
def extract_file_function_names() -> Iterator[Tuple[Feature, Address]]:
def extract_file_function_names():
"""
extract the names of statically-linked library functions.
"""
for ea in idautils.Functions():
addr = AbsoluteVirtualAddress(ea)
if idaapi.get_func(ea).flags & idaapi.FUNC_LIB:
name = idaapi.get_name(ea)
yield FunctionName(name), addr
if name.startswith("_"):
# some linkers may prefix linked routines with a `_` to avoid name collisions.
# extract features for both the mangled and un-mangled representations.
# e.g. `_fwrite` -> `fwrite`
# see: https://stackoverflow.com/a/2628384/87207
yield FunctionName(name[1:]), addr
yield FunctionName(name), ea
def extract_file_format() -> Iterator[Tuple[Feature, Address]]:
file_info = idaapi.get_inf_structure()
def extract_file_format():
format_name = ida_loader.get_file_type_name()
if file_info.filetype in (idaapi.f_PE, idaapi.f_COFF):
yield Format(FORMAT_PE), NO_ADDRESS
elif file_info.filetype == idaapi.f_ELF:
yield Format(FORMAT_ELF), NO_ADDRESS
elif file_info.filetype == idaapi.f_BIN:
# no file type to return when processing a binary file, but we want to continue processing
return
if "PE" in format_name:
yield Format(FORMAT_PE), 0x0
elif "ELF64" in format_name:
yield Format(FORMAT_ELF), 0x0
elif "ELF32" in format_name:
yield Format(FORMAT_ELF), 0x0
else:
raise NotImplementedError(f"unexpected file format: {file_info.filetype}")
raise NotImplementedError("file format: %s", format_name)
def extract_features() -> Iterator[Tuple[Feature, Address]]:
def extract_features():
"""extract file features"""
for file_handler in FILE_HANDLERS:
for feature, addr in file_handler():
yield feature, addr
for feature, va in file_handler():
yield feature, va
FILE_HANDLERS = (
@@ -206,3 +183,14 @@ FILE_HANDLERS = (
extract_file_function_names,
extract_file_format,
)
def main():
""" """
import pprint
pprint.pprint(list(extract_features()))
if __name__ == "__main__":
main()

View File

@@ -1,31 +1,35 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Tuple, Iterator
import idaapi
import idautils
import capa.features.extractors.ida.helpers
from capa.features.common import Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.common import Characteristic
from capa.features.extractors import loops
from capa.features.extractors.base_extractor import FunctionHandle
def extract_function_calls_to(fh: FunctionHandle):
"""extract callers to a function"""
for ea in idautils.CodeRefsTo(fh.inner.start_ea, True):
yield Characteristic("calls to"), AbsoluteVirtualAddress(ea)
def extract_function_calls_to(f):
"""extract callers to a function
args:
f (IDA func_t)
"""
for ea in idautils.CodeRefsTo(f.start_ea, True):
yield Characteristic("calls to"), ea
def extract_function_loop(fh: FunctionHandle):
"""extract loop indicators from a function"""
f: idaapi.func_t = fh.inner
def extract_function_loop(f):
"""extract loop indicators from a function
args:
f (IDA func_t)
"""
edges = []
# construct control flow graph
@@ -34,19 +38,43 @@ def extract_function_loop(fh: FunctionHandle):
edges.append((bb.start_ea, succ.start_ea))
if loops.has_loop(edges):
yield Characteristic("loop"), fh.address
yield Characteristic("loop"), f.start_ea
def extract_recursive_call(fh: FunctionHandle):
"""extract recursive function call"""
if capa.features.extractors.ida.helpers.is_function_recursive(fh.inner):
yield Characteristic("recursive call"), fh.address
def extract_recursive_call(f):
"""extract recursive function call
args:
f (IDA func_t)
"""
if capa.features.extractors.ida.helpers.is_function_recursive(f):
yield Characteristic("recursive call"), f.start_ea
def extract_features(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_features(f):
"""extract function features
arg:
f (IDA func_t)
"""
for func_handler in FUNCTION_HANDLERS:
for feature, addr in func_handler(fh):
yield feature, addr
for (feature, ea) in func_handler(f):
yield feature, ea
FUNCTION_HANDLERS = (extract_function_calls_to, extract_function_loop, extract_recursive_call)
def main():
""" """
features = []
for f in capa.features.extractors.ida.get_functions(skip_thunks=True, skip_libs=True):
features.extend(list(extract_features(f)))
import pprint
pprint.pprint(features)
if __name__ == "__main__":
main()

View File

@@ -1,36 +1,27 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
import contextlib
from typing import Tuple, Iterator
import idaapi
import ida_loader
import capa.ida.helpers
import capa.features.extractors.elf
from capa.features.common import OS, ARCH_I386, ARCH_AMD64, OS_WINDOWS, Arch, Feature
from capa.features.address import NO_ADDRESS, Address
from capa.features.common import OS, ARCH_I386, ARCH_AMD64, OS_WINDOWS, Arch
logger = logging.getLogger(__name__)
def extract_os() -> Iterator[Tuple[Feature, Address]]:
format_name: str = ida_loader.get_file_type_name()
def extract_os():
format_name = ida_loader.get_file_type_name()
if "PE" in format_name:
yield OS(OS_WINDOWS), NO_ADDRESS
yield OS(OS_WINDOWS), 0x0
elif "ELF" in format_name:
with contextlib.closing(capa.ida.helpers.IDAIO()) as f:
os = capa.features.extractors.elf.detect_elf_os(f)
yield OS(os), NO_ADDRESS
yield OS(os), 0x0
else:
# we likely end up here:
@@ -38,7 +29,7 @@ def extract_os() -> Iterator[Tuple[Feature, Address]]:
# 2. handling a new file format (e.g. macho)
#
# for (1) we can't do much - its shellcode and all bets are off.
# we could maybe accept a further CLI argument to specify the OS,
# we could maybe accept a futher CLI argument to specify the OS,
# but i think this would be rarely used.
# rules that rely on OS conditions will fail to match on shellcode.
#
@@ -47,12 +38,12 @@ def extract_os() -> Iterator[Tuple[Feature, Address]]:
return
def extract_arch() -> Iterator[Tuple[Feature, Address]]:
info: idaapi.idainfo = idaapi.get_inf_structure()
def extract_arch():
info = idaapi.get_inf_structure()
if info.procname == "metapc" and info.is_64bit():
yield Arch(ARCH_AMD64), NO_ADDRESS
yield Arch(ARCH_AMD64), 0x0
elif info.procname == "metapc" and info.is_32bit():
yield Arch(ARCH_I386), NO_ADDRESS
yield Arch(ARCH_I386), 0x0
elif info.procname == "metapc":
logger.debug("unsupported architecture: non-32-bit nor non-64-bit intel")
return

View File

@@ -1,24 +1,18 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import functools
from typing import Any, Dict, Tuple, Iterator, Optional
import idc
import idaapi
import idautils
import ida_bytes
import ida_segment
from capa.features.address import AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import FunctionHandle
def find_byte_sequence(start: int, end: int, seq: bytes) -> Iterator[int]:
def find_byte_sequence(start, end, seq):
"""yield all ea of a given byte sequence
args:
@@ -26,33 +20,32 @@ def find_byte_sequence(start: int, end: int, seq: bytes) -> Iterator[int]:
end: max virtual address
seq: bytes to search e.g. b"\x01\x03"
"""
seqstr = " ".join([f"{b:02x}" for b in seq])
seq = " ".join(["%02x" % b for b in seq])
while True:
# TODO(mike-hunhoff): find_binary is deprecated. Please use ida_bytes.bin_search() instead.
# https://github.com/mandiant/capa/issues/1606
ea = idaapi.find_binary(start, end, seqstr, 0, idaapi.SEARCH_DOWN)
ea = idaapi.find_binary(start, end, seq, 0, idaapi.SEARCH_DOWN)
if ea == idaapi.BADADDR:
break
start = ea + 1
yield ea
def get_functions(
start: Optional[int] = None, end: Optional[int] = None, skip_thunks: bool = False, skip_libs: bool = False
) -> Iterator[FunctionHandle]:
def get_functions(start=None, end=None, skip_thunks=False, skip_libs=False):
"""get functions, range optional
args:
start: min virtual address
end: max virtual address
ret:
yield func_t*
"""
for ea in idautils.Functions(start=start, end=end):
f = idaapi.get_func(ea)
if not (skip_thunks and (f.flags & idaapi.FUNC_THUNK) or skip_libs and (f.flags & idaapi.FUNC_LIB)):
yield FunctionHandle(address=AbsoluteVirtualAddress(ea), inner=f)
yield f
def get_segments(skip_header_segments=False) -> Iterator[idaapi.segment_t]:
def get_segments(skip_header_segments=False):
"""get list of segments (sections) in the binary image
args:
@@ -64,7 +57,7 @@ def get_segments(skip_header_segments=False) -> Iterator[idaapi.segment_t]:
yield seg
def get_segment_buffer(seg: idaapi.segment_t) -> bytes:
def get_segment_buffer(seg):
"""return bytes stored in a given segment
decrease buffer size until IDA is able to read bytes from the segment
@@ -82,22 +75,9 @@ def get_segment_buffer(seg: idaapi.segment_t) -> bytes:
return buff if buff else b""
def inspect_import(imports, library, ea, function, ordinal):
if function and function.startswith("__imp_"):
# handle mangled PE imports
function = function[len("__imp_") :]
if function and "@@" in function:
# handle mangled ELF imports, like "fopen@@glibc_2.2.5"
function, _, _ = function.partition("@@")
imports[ea] = (library.lower(), function, ordinal)
return True
def get_file_imports() -> Dict[int, Tuple[str, str, int]]:
def get_file_imports():
"""get file imports"""
imports: Dict[int, Tuple[str, str, int]] = {}
imports = {}
for idx in range(idaapi.get_import_module_qty()):
library = idaapi.get_import_module_name(idx)
@@ -105,38 +85,26 @@ def get_file_imports() -> Dict[int, Tuple[str, str, int]]:
if not library:
continue
# IDA uses section names for the library of ELF imports, like ".dynsym".
# These are not useful to us, we may need to expand this list over time
# TODO(williballenthin): find all section names used by IDA
# https://github.com/mandiant/capa/issues/1419
if library == ".dynsym":
library = ""
def inspect_import(ea, function, ordinal):
if function and function.startswith("__imp_"):
# handle mangled names starting
function = function[len("__imp_") :]
imports[ea] = (library.lower(), function, ordinal)
return True
cb = functools.partial(inspect_import, imports, library)
idaapi.enum_import_names(idx, cb)
idaapi.enum_import_names(idx, inspect_import)
return imports
def get_file_externs() -> Dict[int, Tuple[str, str, int]]:
externs = {}
for seg in get_segments(skip_header_segments=True):
if seg.type != ida_segment.SEG_XTRN:
continue
for ea in idautils.Functions(seg.start_ea, seg.end_ea):
externs[ea] = ("", idaapi.get_func_name(ea), -1)
return externs
def get_instructions_in_range(start: int, end: int) -> Iterator[idaapi.insn_t]:
def get_instructions_in_range(start, end):
"""yield instructions in range
args:
start: virtual address (inclusive)
end: virtual address (exclusive)
yield:
(insn_t*)
"""
for head in idautils.Heads(start, end):
insn = idautils.DecodeInstruction(head)
@@ -144,7 +112,7 @@ def get_instructions_in_range(start: int, end: int) -> Iterator[idaapi.insn_t]:
yield insn
def is_operand_equal(op1: idaapi.op_t, op2: idaapi.op_t) -> bool:
def is_operand_equal(op1, op2):
"""compare two IDA op_t"""
if op1.flags != op2.flags:
return False
@@ -170,7 +138,7 @@ def is_operand_equal(op1: idaapi.op_t, op2: idaapi.op_t) -> bool:
return True
def is_basic_block_equal(bb1: idaapi.BasicBlock, bb2: idaapi.BasicBlock) -> bool:
def is_basic_block_equal(bb1, bb2):
"""compare two IDA BasicBlock"""
if bb1.start_ea != bb2.start_ea:
return False
@@ -184,12 +152,12 @@ def is_basic_block_equal(bb1: idaapi.BasicBlock, bb2: idaapi.BasicBlock) -> bool
return True
def basic_block_size(bb: idaapi.BasicBlock) -> int:
def basic_block_size(bb):
"""calculate size of basic block"""
return bb.end_ea - bb.start_ea
def read_bytes_at(ea: int, count: int) -> bytes:
def read_bytes_at(ea, count):
""" """
# check if byte has a value, see get_wide_byte doc
if not idc.is_loaded(ea):
@@ -202,10 +170,10 @@ def read_bytes_at(ea: int, count: int) -> bytes:
return idc.get_bytes(ea, count)
def find_string_at(ea: int, min_: int = 4) -> str:
def find_string_at(ea, min=4):
"""check if ASCII string exists at a given virtual address"""
found = idaapi.get_strlit_contents(ea, -1, idaapi.STRTYPE_C)
if found and len(found) >= min_:
if found and len(found) > min:
try:
found = found.decode("ascii")
# hacky check for IDA bug; get_strlit_contents also reads Unicode as
@@ -219,7 +187,7 @@ def find_string_at(ea: int, min_: int = 4) -> str:
return ""
def get_op_phrase_info(op: idaapi.op_t) -> Dict:
def get_op_phrase_info(op):
"""parse phrase features from operand
Pretty much dup of sark's implementation:
@@ -229,8 +197,7 @@ def get_op_phrase_info(op: idaapi.op_t) -> Dict:
return {}
scale = 1 << ((op.specflag2 & 0xC0) >> 6)
# IDA ea_t may be 32- or 64-bit; we assume displacement can only be 32-bit
offset = op.addr & 0xFFFFFFFF
offset = op.addr
if op.specflag1 == 0:
index = None
@@ -257,44 +224,46 @@ def get_op_phrase_info(op: idaapi.op_t) -> Dict:
return {"base": base, "index": index, "scale": scale, "offset": offset}
def is_op_write(insn: idaapi.insn_t, op: idaapi.op_t) -> bool:
def is_op_write(insn, op):
"""Check if an operand is written to (destination operand)"""
return idaapi.has_cf_chg(insn.get_canon_feature(), op.n)
def is_op_read(insn: idaapi.insn_t, op: idaapi.op_t) -> bool:
def is_op_read(insn, op):
"""Check if an operand is read from (source operand)"""
return idaapi.has_cf_use(insn.get_canon_feature(), op.n)
def is_op_offset(insn: idaapi.insn_t, op: idaapi.op_t) -> bool:
def is_op_offset(insn, op):
"""Check is an operand has been marked as an offset (by auto-analysis or manually)"""
flags = idaapi.get_flags(insn.ea)
return ida_bytes.is_off(flags, op.n)
def is_sp_modified(insn: idaapi.insn_t) -> bool:
def is_sp_modified(insn):
"""determine if instruction modifies SP, ESP, RSP"""
return any(
op.reg == idautils.procregs.sp.reg and is_op_write(insn, op)
for op in get_insn_ops(insn, target_ops=(idaapi.o_reg,))
)
for op in get_insn_ops(insn, target_ops=(idaapi.o_reg,)):
if op.reg == idautils.procregs.sp.reg and is_op_write(insn, op):
# register is stack and written
return True
return False
def is_bp_modified(insn: idaapi.insn_t) -> bool:
def is_bp_modified(insn):
"""check if instruction modifies BP, EBP, RBP"""
return any(
op.reg == idautils.procregs.bp.reg and is_op_write(insn, op)
for op in get_insn_ops(insn, target_ops=(idaapi.o_reg,))
)
for op in get_insn_ops(insn, target_ops=(idaapi.o_reg,)):
if op.reg == idautils.procregs.bp.reg and is_op_write(insn, op):
# register is base and written
return True
return False
def is_frame_register(reg: int) -> bool:
def is_frame_register(reg):
"""check if register is sp or bp"""
return reg in (idautils.procregs.sp.reg, idautils.procregs.bp.reg)
def get_insn_ops(insn: idaapi.insn_t, target_ops: Optional[Tuple[Any]] = None) -> idaapi.op_t:
def get_insn_ops(insn, target_ops=()):
"""yield op_t for instruction, filter on type if specified"""
for op in insn.ops:
if op.type == idaapi.o_void:
@@ -305,12 +274,12 @@ def get_insn_ops(insn: idaapi.insn_t, target_ops: Optional[Tuple[Any]] = None) -
yield op
def is_op_stack_var(ea: int, index: int) -> bool:
def is_op_stack_var(ea, index):
"""check if operand is a stack variable"""
return idaapi.is_stkvar(idaapi.get_flags(ea), index)
def mask_op_val(op: idaapi.op_t) -> int:
def mask_op_val(op):
"""mask value by data type
necessary due to a bug in AMD64
@@ -330,15 +299,26 @@ def mask_op_val(op: idaapi.op_t) -> int:
return masks.get(op.dtype, op.value) & op.value
def is_function_recursive(f: idaapi.func_t) -> bool:
"""check if function is recursive"""
return any(f.contains(ref) for ref in idautils.CodeRefsTo(f.start_ea, True))
def is_function_recursive(f):
"""check if function is recursive
args:
f (IDA func_t)
"""
for ref in idautils.CodeRefsTo(f.start_ea, True):
if f.contains(ref):
return True
return False
def is_basic_block_tight_loop(bb: idaapi.BasicBlock) -> bool:
def is_basic_block_tight_loop(bb):
"""check basic block loops to self
true if last instruction in basic block branches to basic block start
args:
f (IDA func_t)
bb (IDA BasicBlock)
"""
bb_end = idc.prev_head(bb.end_ea)
if bb.start_ea < bb_end:
@@ -348,7 +328,7 @@ def is_basic_block_tight_loop(bb: idaapi.BasicBlock) -> bool:
return False
def find_data_reference_from_insn(insn: idaapi.insn_t, max_depth: int = 10) -> int:
def find_data_reference_from_insn(insn, max_depth=10):
"""search for data reference from instruction, return address of instruction if no reference exists"""
depth = 0
ea = insn.ea
@@ -378,17 +358,19 @@ def find_data_reference_from_insn(insn: idaapi.insn_t, max_depth: int = 10) -> i
return ea
def get_function_blocks(f: idaapi.func_t) -> Iterator[idaapi.BasicBlock]:
"""yield basic blocks contained in specified function"""
def get_function_blocks(f):
"""yield basic blocks contained in specified function
args:
f (IDA func_t)
yield:
block (IDA BasicBlock)
"""
# leverage idaapi.FC_NOEXT flag to ignore useless external blocks referenced by the function
yield from idaapi.FlowChart(f, flags=(idaapi.FC_PREDS | idaapi.FC_NOEXT))
for block in idaapi.FlowChart(f, flags=(idaapi.FC_PREDS | idaapi.FC_NOEXT)):
yield block
def is_basic_block_return(bb: idaapi.BasicBlock) -> bool:
def is_basic_block_return(bb):
"""check if basic block is return block"""
return bb.type == idaapi.fcb_ret
def has_sib(oper: idaapi.op_t) -> bool:
# via: https://reverseengineering.stackexchange.com/a/14300
return oper.specflag1 == 1

View File

@@ -1,11 +1,10 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Any, Dict, Tuple, Iterator
import idc
import idaapi
@@ -13,29 +12,47 @@ import idautils
import capa.features.extractors.helpers
import capa.features.extractors.ida.helpers
from capa.features.insn import API, MAX_STRUCTURE_SIZE, Number, Offset, Mnemonic, OperandNumber, OperandOffset
from capa.features.common import MAX_BYTES_FEATURE_SIZE, THUNK_CHAIN_DEPTH_DELTA, Bytes, String, Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle
from capa.features.insn import API, Number, Offset, Mnemonic
from capa.features.common import (
BITNESS_X32,
BITNESS_X64,
MAX_BYTES_FEATURE_SIZE,
THUNK_CHAIN_DEPTH_DELTA,
Bytes,
String,
Characteristic,
)
# security cookie checks may perform non-zeroing XORs, these are expected within a certain
# byte range within the first and returning basic blocks, this helps to reduce FP features
SECURITY_COOKIE_BYTES_DELTA = 0x40
def get_imports(ctx: Dict[str, Any]) -> Dict[int, Any]:
def get_bitness(ctx):
"""
fetch the BITNESS_* constant for the currently open workspace.
via Tamir Bahar/@tmr232
https://reverseengineering.stackexchange.com/a/11398/17194
"""
if "bitness" not in ctx:
info = idaapi.get_inf_structure()
if info.is_64bit():
ctx["bitness"] = BITNESS_X64
elif info.is_32bit():
ctx["bitness"] = BITNESS_X32
else:
raise ValueError("unexpected bitness")
return ctx["bitness"]
def get_imports(ctx):
if "imports_cache" not in ctx:
ctx["imports_cache"] = capa.features.extractors.ida.helpers.get_file_imports()
return ctx["imports_cache"]
def get_externs(ctx: Dict[str, Any]) -> Dict[int, Any]:
if "externs_cache" not in ctx:
ctx["externs_cache"] = capa.features.extractors.ida.helpers.get_file_externs()
return ctx["externs_cache"]
def check_for_api_call(insn: idaapi.insn_t, funcs: Dict[int, Any]) -> Iterator[Any]:
def check_for_api_call(ctx, insn):
"""check instruction for API call"""
info = ()
ref = insn.ea
@@ -52,7 +69,7 @@ def check_for_api_call(insn: idaapi.insn_t, funcs: Dict[int, Any]) -> Iterator[A
except IndexError:
break
info = funcs.get(ref, ())
info = get_imports(ctx).get(ref, ())
if info:
break
@@ -61,31 +78,27 @@ def check_for_api_call(insn: idaapi.insn_t, funcs: Dict[int, Any]) -> Iterator[A
break
if info:
yield info
yield "%s.%s" % (info[0], info[1])
def extract_insn_api_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction API features
def extract_insn_api_features(f, bb, insn):
"""parse instruction API features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
example:
call dword [0x00473038]
call dword [0x00473038]
"""
insn: idaapi.insn_t = ih.inner
if insn.get_canon_mnem() not in ("call", "jmp"):
if not insn.get_canon_mnem() in ("call", "jmp"):
return
# check calls to imported functions
for api in check_for_api_call(insn, get_imports(fh.ctx)):
# tuple (<module>, <function>, <ordinal>)
for name in capa.features.extractors.helpers.generate_symbols(api[0], api[1]):
yield API(name), ih.address
# check calls to extern functions
for api in check_for_api_call(insn, get_externs(fh.ctx)):
# tuple (<module>, <function>, <ordinal>)
yield API(api[1]), ih.address
for api in check_for_api_call(f.ctx, insn):
dll, _, symbol = api.rpartition(".")
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield API(name), insn.ea
# extract IDA/FLIRT recognized API functions
targets = tuple(idautils.CodeRefsFrom(insn.ea, False))
@@ -100,25 +113,20 @@ def extract_insn_api_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle)
if target_func.flags & idaapi.FUNC_LIB:
name = idaapi.get_name(target_func.start_ea)
yield API(name), ih.address
if name.startswith("_"):
# some linkers may prefix linked routines with a `_` to avoid name collisions.
# extract features for both the mangled and un-mangled representations.
# e.g. `_fwrite` -> `fwrite`
# see: https://stackoverflow.com/a/2628384/87207
yield API(name[1:]), ih.address
yield API(name), insn.ea
def extract_insn_number_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction number features
def extract_insn_number_features(f, bb, insn):
"""parse instruction number features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
example:
push 3136B0h ; dwControlCode
"""
insn: idaapi.insn_t = ih.inner
if idaapi.is_ret_insn(insn):
# skip things like:
# .text:0042250E retn 8
@@ -129,11 +137,7 @@ def extract_insn_number_features(
# .text:00401145 add esp, 0Ch
return
for i, op in enumerate(insn.ops):
if op.type == idaapi.o_void:
break
if op.type not in (idaapi.o_imm, idaapi.o_mem):
continue
for op in capa.features.extractors.ida.helpers.get_insn_ops(insn, target_ops=(idaapi.o_imm, idaapi.o_mem)):
# skip things like:
# .text:00401100 shr eax, offset loc_C
if capa.features.extractors.ida.helpers.is_op_offset(insn, op):
@@ -144,27 +148,21 @@ def extract_insn_number_features(
else:
const = op.addr
yield Number(const), ih.address
yield OperandNumber(i, const), ih.address
if insn.itype == idaapi.NN_add and 0 < const < MAX_STRUCTURE_SIZE and op.type == idaapi.o_imm:
# for pattern like:
#
# add eax, 0x10
#
# assume 0x10 is also an offset (imagine eax is a pointer).
yield Offset(const), ih.address
yield OperandOffset(i, const), ih.address
yield Number(const), insn.ea
yield Number(const, bitness=get_bitness(f.ctx)), insn.ea
def extract_insn_bytes_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""
parse referenced byte sequences
def extract_insn_bytes_features(f, bb, insn):
"""parse referenced byte sequences
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
example:
push offset iid_004118d4_IShellLinkA ; riid
"""
insn: idaapi.insn_t = ih.inner
if idaapi.is_call_insn(insn):
return
@@ -172,54 +170,43 @@ def extract_insn_bytes_features(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandl
if ref != insn.ea:
extracted_bytes = capa.features.extractors.ida.helpers.read_bytes_at(ref, MAX_BYTES_FEATURE_SIZE)
if extracted_bytes and not capa.features.extractors.helpers.all_zeros(extracted_bytes):
if not capa.features.extractors.ida.helpers.find_string_at(ref):
# don't extract byte features for obvious strings
yield Bytes(extracted_bytes), ih.address
yield Bytes(extracted_bytes), insn.ea
def extract_insn_string_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction string features
def extract_insn_string_features(f, bb, insn):
"""parse instruction string features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
example:
push offset aAcr ; "ACR > "
"""
insn: idaapi.insn_t = ih.inner
ref = capa.features.extractors.ida.helpers.find_data_reference_from_insn(insn)
if ref != insn.ea:
found = capa.features.extractors.ida.helpers.find_string_at(ref)
if found:
yield String(found), ih.address
yield String(found), insn.ea
def extract_insn_offset_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction structure offset features
def extract_insn_offset_features(f, bb, insn):
"""parse instruction structure offset features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
example:
.text:0040112F cmp [esi+4], ebx
"""
insn: idaapi.insn_t = ih.inner
for i, op in enumerate(insn.ops):
if op.type == idaapi.o_void:
break
if op.type not in (idaapi.o_phrase, idaapi.o_displ):
continue
for op in capa.features.extractors.ida.helpers.get_insn_ops(insn, target_ops=(idaapi.o_phrase, idaapi.o_displ)):
if capa.features.extractors.ida.helpers.is_op_stack_var(insn.ea, op.n):
continue
p_info = capa.features.extractors.ida.helpers.get_op_phrase_info(op)
op_off = p_info.get("offset")
if op_off is None:
continue
op_off = p_info.get("offset", 0)
if idaapi.is_mapped(op_off):
# Ignore:
# mov esi, dword_1005B148[esi]
@@ -230,32 +217,12 @@ def extract_insn_offset_features(
# https://stackoverflow.com/questions/31853189/x86-64-assembly-why-displacement-not-64-bits
op_off = capa.features.extractors.helpers.twos_complement(op_off, 32)
yield Offset(op_off), ih.address
yield OperandOffset(i, op_off), ih.address
if (
insn.itype == idaapi.NN_lea
and i == 1
# o_displ is used for both:
# [eax+1]
# [eax+ebx+2]
and op.type == idaapi.o_displ
# but the SIB is only present for [eax+ebx+2]
# which we don't want
and not capa.features.extractors.ida.helpers.has_sib(op)
):
# for pattern like:
#
# lea eax, [ebx + 1]
#
# assume 1 is also an offset (imagine ebx is a zero register).
yield Number(op_off), ih.address
yield OperandNumber(i, op_off), ih.address
yield Offset(op_off), insn.ea
yield Offset(op_off, bitness=get_bitness(f.ctx)), insn.ea
def contains_stack_cookie_keywords(s: str) -> bool:
"""
check if string contains stack cookie keywords
def contains_stack_cookie_keywords(s):
"""check if string contains stack cookie keywords
Examples:
xor ecx, ebp ; StackCookie
@@ -269,7 +236,7 @@ def contains_stack_cookie_keywords(s: str) -> bool:
return any(keyword in s for keyword in ("stack", "security"))
def bb_stack_cookie_registers(bb: idaapi.BasicBlock) -> Iterator[int]:
def bb_stack_cookie_registers(bb):
"""scan basic block for stack cookie operations
yield registers ids that may have been used for stack cookie operations
@@ -303,7 +270,7 @@ def bb_stack_cookie_registers(bb: idaapi.BasicBlock) -> Iterator[int]:
yield op.reg
def is_nzxor_stack_cookie_delta(f: idaapi.func_t, bb: idaapi.BasicBlock, insn: idaapi.insn_t) -> bool:
def is_nzxor_stack_cookie_delta(f, bb, insn):
"""check if nzxor exists within stack cookie delta"""
# security cookie check should use SP or BP
if not capa.features.extractors.ida.helpers.is_frame_register(insn.Op2.reg):
@@ -326,7 +293,7 @@ def is_nzxor_stack_cookie_delta(f: idaapi.func_t, bb: idaapi.BasicBlock, insn: i
return False
def is_nzxor_stack_cookie(f: idaapi.func_t, bb: idaapi.BasicBlock, insn: idaapi.insn_t) -> bool:
def is_nzxor_stack_cookie(f, bb, insn):
"""check if nzxor is related to stack cookie"""
if contains_stack_cookie_keywords(idaapi.get_cmt(insn.ea, False)):
# Example:
@@ -343,49 +310,48 @@ def is_nzxor_stack_cookie(f: idaapi.func_t, bb: idaapi.BasicBlock, insn: idaapi.
return False
def extract_insn_nzxor_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""
parse instruction non-zeroing XOR instruction
ignore expected non-zeroing XORs, e.g. security cookies
"""
insn: idaapi.insn_t = ih.inner
def extract_insn_nzxor_characteristic_features(f, bb, insn):
"""parse instruction non-zeroing XOR instruction
ignore expected non-zeroing XORs, e.g. security cookies
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
if insn.itype not in (idaapi.NN_xor, idaapi.NN_xorpd, idaapi.NN_xorps, idaapi.NN_pxor):
return
if capa.features.extractors.ida.helpers.is_operand_equal(insn.Op1, insn.Op2):
return
if is_nzxor_stack_cookie(fh.inner, bbh.inner, insn):
if is_nzxor_stack_cookie(f, bb, insn):
return
yield Characteristic("nzxor"), ih.address
yield Characteristic("nzxor"), insn.ea
def extract_insn_mnemonic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""parse instruction mnemonic features"""
yield Mnemonic(idc.print_insn_mnem(ih.inner.ea)), ih.address
def extract_insn_mnemonic_features(f, bb, insn):
"""parse instruction mnemonic features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
yield Mnemonic(idc.print_insn_mnem(insn.ea)), insn.ea
def extract_insn_obfs_call_plus_5_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_obfs_call_plus_5_characteristic_features(f, bb, insn):
"""
parse call $+5 instruction from the given instruction.
"""
insn: idaapi.insn_t = ih.inner
if not idaapi.is_call_insn(insn):
return
if insn.ea + 5 == idc.get_operand_value(insn.ea, 0):
yield Characteristic("call $+5"), ih.address
yield Characteristic("call $+5"), insn.ea
def extract_insn_peb_access_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_peb_access_characteristic_features(f, bb, insn):
"""parse instruction peb access
fs:[0x30] on x86, gs:[0x60] on x64
@@ -393,61 +359,51 @@ def extract_insn_peb_access_characteristic_features(
TODO:
IDA should be able to do this..
"""
insn: idaapi.insn_t = ih.inner
if insn.itype not in (idaapi.NN_push, idaapi.NN_mov):
return
if all(op.type != idaapi.o_mem for op in insn.ops):
if all(map(lambda op: op.type != idaapi.o_mem, insn.ops)):
# try to optimize for only memory references
return
disasm = idc.GetDisasm(insn.ea)
if " fs:30h" in disasm or " gs:60h" in disasm:
# TODO(mike-hunhoff): use proper IDA API for fetching segment access
# scanning the disassembly text is a hack.
# https://github.com/mandiant/capa/issues/1605
yield Characteristic("peb access"), ih.address
# TODO: replace above with proper IDA
yield Characteristic("peb access"), insn.ea
def extract_insn_segment_access_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_segment_access_features(f, bb, insn):
"""parse instruction fs or gs access
TODO:
IDA should be able to do this...
"""
insn: idaapi.insn_t = ih.inner
if all(op.type != idaapi.o_mem for op in insn.ops):
if all(map(lambda op: op.type != idaapi.o_mem, insn.ops)):
# try to optimize for only memory references
return
disasm = idc.GetDisasm(insn.ea)
if " fs:" in disasm:
# TODO(mike-hunhoff): use proper IDA API for fetching segment access
# scanning the disassembly text is a hack.
# https://github.com/mandiant/capa/issues/1605
yield Characteristic("fs access"), ih.address
# TODO: replace above with proper IDA
yield Characteristic("fs access"), insn.ea
if " gs:" in disasm:
# TODO(mike-hunhoff): use proper IDA API for fetching segment access
# scanning the disassembly text is a hack.
# https://github.com/mandiant/capa/issues/1605
yield Characteristic("gs access"), ih.address
# TODO: replace above with proper IDA
yield Characteristic("gs access"), insn.ea
def extract_insn_cross_section_cflow(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
"""inspect the instruction for a CALL or JMP that crosses section boundaries"""
insn: idaapi.insn_t = ih.inner
def extract_insn_cross_section_cflow(f, bb, insn):
"""inspect the instruction for a CALL or JMP that crosses section boundaries
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
for ref in idautils.CodeRefsFrom(insn.ea, False):
if ref in get_imports(fh.ctx):
if ref in get_imports(f.ctx).keys():
# ignore API calls
continue
if not idaapi.getseg(ref):
@@ -455,40 +411,50 @@ def extract_insn_cross_section_cflow(
continue
if idaapi.getseg(ref) == idaapi.getseg(insn.ea):
continue
yield Characteristic("cross section flow"), ih.address
yield Characteristic("cross section flow"), insn.ea
def extract_function_calls_from(fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_function_calls_from(f, bb, insn):
"""extract functions calls from features
most relevant at the function scope, however, its most efficient to extract at the instruction scope
"""
insn: idaapi.insn_t = ih.inner
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
if idaapi.is_call_insn(insn):
for ref in idautils.CodeRefsFrom(insn.ea, False):
yield Characteristic("calls from"), AbsoluteVirtualAddress(ref)
yield Characteristic("calls from"), ref
def extract_function_indirect_call_characteristic_features(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_function_indirect_call_characteristic_features(f, bb, insn):
"""extract indirect function calls (e.g., call eax or call dword ptr [edx+4])
does not include calls like => call ds:dword_ABD4974
most relevant at the function or basic block scope;
however, its most efficient to extract at the instruction scope
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
insn: idaapi.insn_t = ih.inner
if idaapi.is_call_insn(insn) and idc.get_operand_type(insn.ea, 0) in (idc.o_reg, idc.o_phrase, idc.o_displ):
yield Characteristic("indirect call"), ih.address
yield Characteristic("indirect call"), insn.ea
def extract_features(f: FunctionHandle, bbh: BBHandle, insn: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""extract instruction features"""
def extract_features(f, bb, insn):
"""extract instruction features
args:
f (IDA func_t)
bb (IDA BasicBlock)
insn (IDA insn_t)
"""
for inst_handler in INSTRUCTION_HANDLERS:
for feature, ea in inst_handler(f, bbh, insn):
for (feature, ea) in inst_handler(f, bb, insn):
yield feature, ea
@@ -507,3 +473,20 @@ INSTRUCTION_HANDLERS = (
extract_function_calls_from,
extract_function_indirect_call_characteristic_features,
)
def main():
""" """
features = []
for f in capa.features.extractors.ida.helpers.get_functions(skip_thunks=True, skip_libs=True):
for bb in idaapi.FlowChart(f, flags=idaapi.FC_PREDS):
for insn in capa.features.extractors.ida.helpers.get_instructions_in_range(bb.start_ea, bb.end_ea):
features.extend(list(extract_features(f, bb, insn)))
import pprint
pprint.pprint(features)
if __name__ == "__main__":
main()

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt

View File

@@ -1,79 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Dict, List, Tuple
from dataclasses import dataclass
from capa.features.common import Feature
from capa.features.address import NO_ADDRESS, Address
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle, FeatureExtractor
@dataclass
class InstructionFeatures:
features: List[Tuple[Address, Feature]]
@dataclass
class BasicBlockFeatures:
features: List[Tuple[Address, Feature]]
instructions: Dict[Address, InstructionFeatures]
@dataclass
class FunctionFeatures:
features: List[Tuple[Address, Feature]]
basic_blocks: Dict[Address, BasicBlockFeatures]
@dataclass
class NullFeatureExtractor(FeatureExtractor):
"""
An extractor that extracts some user-provided features.
This is useful for testing, as we can provide expected values and see if matching works.
"""
base_address: Address
global_features: List[Feature]
file_features: List[Tuple[Address, Feature]]
functions: Dict[Address, FunctionFeatures]
def get_base_address(self):
return self.base_address
def extract_global_features(self):
for feature in self.global_features:
yield feature, NO_ADDRESS
def extract_file_features(self):
for address, feature in self.file_features:
yield feature, address
def get_functions(self):
for address in sorted(self.functions.keys()):
yield FunctionHandle(address, None)
def extract_function_features(self, f):
for address, feature in self.functions[f.address].features:
yield feature, address
def get_basic_blocks(self, f):
for address in sorted(self.functions[f.address].basic_blocks.keys()):
yield BBHandle(address, None)
def extract_basic_block_features(self, f, bb):
for address, feature in self.functions[f.address].basic_blocks[bb.address].features:
yield feature, address
def get_instructions(self, f, bb):
for address in sorted(self.functions[f.address].basic_blocks[bb.address].instructions.keys()):
yield InsnHandle(address, None)
def extract_insn_features(self, f, bb, insn):
for address, feature in self.functions[f.address].basic_blocks[bb.address].instructions[insn.address].features:
yield feature, address

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,7 +7,6 @@
# See the License for the specific language governing permissions and limitations under the License.
import logging
from pathlib import Path
import pefile
@@ -18,7 +17,6 @@ import capa.features.extractors.helpers
import capa.features.extractors.strings
from capa.features.file import Export, Import, Section
from capa.features.common import OS, ARCH_I386, FORMAT_PE, ARCH_AMD64, OS_WINDOWS, Arch, Format, Characteristic
from capa.features.address import NO_ADDRESS, FileOffsetAddress, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import FeatureExtractor
logger = logging.getLogger(__name__)
@@ -26,7 +24,7 @@ logger = logging.getLogger(__name__)
def extract_file_embedded_pe(buf, **kwargs):
for offset, _ in capa.features.extractors.helpers.carve_pe(buf, 1):
yield Characteristic("embedded pe"), FileOffsetAddress(offset)
yield Characteristic("embedded pe"), offset
def extract_file_export_names(pe, **kwargs):
@@ -40,20 +38,8 @@ def extract_file_export_names(pe, **kwargs):
name = export.name.partition(b"\x00")[0].decode("ascii")
except UnicodeDecodeError:
continue
if export.forwarder is None:
va = base_address + export.address
yield Export(name), AbsoluteVirtualAddress(va)
else:
try:
forwarded_name = export.forwarder.partition(b"\x00")[0].decode("ascii")
except UnicodeDecodeError:
continue
forwarded_name = capa.features.extractors.helpers.reformat_forwarded_export_name(forwarded_name)
va = base_address + export.address
yield Export(forwarded_name), AbsoluteVirtualAddress(va)
yield Characteristic("forwarded export"), AbsoluteVirtualAddress(va)
va = base_address + export.address
yield Export(name), va
def extract_file_import_names(pe, **kwargs):
@@ -77,7 +63,7 @@ def extract_file_import_names(pe, **kwargs):
for imp in dll.imports:
if imp.import_by_ordinal:
impname = f"#{imp.ordinal}"
impname = "#%s" % imp.ordinal
else:
try:
impname = imp.name.partition(b"\x00")[0].decode("ascii")
@@ -85,7 +71,7 @@ def extract_file_import_names(pe, **kwargs):
continue
for name in capa.features.extractors.helpers.generate_symbols(modname, impname):
yield Import(name), AbsoluteVirtualAddress(imp.address)
yield Import(name), imp.address
def extract_file_section_names(pe, **kwargs):
@@ -97,7 +83,7 @@ def extract_file_section_names(pe, **kwargs):
except UnicodeDecodeError:
continue
yield Section(name), AbsoluteVirtualAddress(base_address + section.VirtualAddress)
yield Section(name), base_address + section.VirtualAddress
def extract_file_strings(buf, **kwargs):
@@ -117,18 +103,18 @@ def extract_file_function_names(**kwargs):
def extract_file_os(**kwargs):
# assuming PE -> Windows
# though i suppose they're also used by UEFI
yield OS(OS_WINDOWS), NO_ADDRESS
yield OS(OS_WINDOWS), 0x0
def extract_file_format(**kwargs):
yield Format(FORMAT_PE), NO_ADDRESS
yield Format(FORMAT_PE), 0x0
def extract_file_arch(pe, **kwargs):
if pe.FILE_HEADER.Machine == pefile.MACHINE_TYPE["IMAGE_FILE_MACHINE_I386"]:
yield Arch(ARCH_I386), NO_ADDRESS
yield Arch(ARCH_I386), 0x0
elif pe.FILE_HEADER.Machine == pefile.MACHINE_TYPE["IMAGE_FILE_MACHINE_AMD64"]:
yield Arch(ARCH_AMD64), NO_ADDRESS
yield Arch(ARCH_AMD64), 0x0
else:
logger.warning("unsupported architecture: %s", pefile.MACHINE_TYPE[pe.FILE_HEADER.Machine])
@@ -146,8 +132,7 @@ def extract_file_features(pe, buf):
"""
for file_handler in FILE_HANDLERS:
# file_handler: type: (pe, bytes) -> Iterable[Tuple[Feature, Address]]
for feature, va in file_handler(pe=pe, buf=buf): # type: ignore
for feature, va in file_handler(pe=pe, buf=buf):
yield feature, va
@@ -174,8 +159,7 @@ def extract_global_features(pe, buf):
Tuple[Feature, VA]: a feature and its location.
"""
for handler in GLOBAL_HANDLERS:
# file_handler: type: (pe, bytes) -> Iterable[Tuple[Feature, Address]]
for feature, va in handler(pe=pe, buf=buf): # type: ignore
for feature, va in handler(pe=pe, buf=buf):
yield feature, va
@@ -186,21 +170,23 @@ GLOBAL_HANDLERS = (
class PefileFeatureExtractor(FeatureExtractor):
def __init__(self, path: Path):
super().__init__()
self.path: Path = path
self.pe = pefile.PE(str(path))
def __init__(self, path: str):
super(PefileFeatureExtractor, self).__init__()
self.path = path
self.pe = pefile.PE(path)
def get_base_address(self):
return AbsoluteVirtualAddress(self.pe.OPTIONAL_HEADER.ImageBase)
return self.pe.OPTIONAL_HEADER.ImageBase
def extract_global_features(self):
buf = Path(self.path).read_bytes()
with open(self.path, "rb") as f:
buf = f.read()
yield from extract_global_features(self.pe, buf)
def extract_file_features(self):
buf = Path(self.path).read_bytes()
with open(self.path, "rb") as f:
buf = f.read()
yield from extract_file_features(self.pe, buf)

View File

@@ -0,0 +1,130 @@
import string
import struct
from capa.features.common import Characteristic
from capa.features.basicblock import BasicBlock
from capa.features.extractors.helpers import MIN_STACKSTRING_LEN
def _bb_has_tight_loop(f, bb):
"""
parse tight loops, true if last instruction in basic block branches to bb start
"""
return bb.offset in f.blockrefs[bb.offset] if bb.offset in f.blockrefs else False
def extract_bb_tight_loop(f, bb):
"""check basic block for tight loop indicators"""
if _bb_has_tight_loop(f, bb):
yield Characteristic("tight loop"), bb.offset
def _bb_has_stackstring(f, bb):
"""
extract potential stackstring creation, using the following heuristics:
- basic block contains enough moves of constant bytes to the stack
"""
count = 0
for instr in bb.getInstructions():
if is_mov_imm_to_stack(instr):
count += get_printable_len(instr.getDetailed())
if count > MIN_STACKSTRING_LEN:
return True
return False
def get_operands(smda_ins):
return [o.strip() for o in smda_ins.operands.split(",")]
def extract_stackstring(f, bb):
"""check basic block for stackstring indicators"""
if _bb_has_stackstring(f, bb):
yield Characteristic("stack string"), bb.offset
def is_mov_imm_to_stack(smda_ins):
"""
Return if instruction moves immediate onto stack
"""
if not smda_ins.mnemonic.startswith("mov"):
return False
try:
dst, src = get_operands(smda_ins)
except ValueError:
# not two operands
return False
try:
int(src, 16)
except ValueError:
return False
if not any(regname in dst for regname in ["ebp", "rbp", "esp", "rsp"]):
return False
return True
def is_printable_ascii(chars):
return all(c < 127 and chr(c) in string.printable for c in chars)
def is_printable_utf16le(chars):
if all(c == 0x00 for c in chars[1::2]):
return is_printable_ascii(chars[::2])
def get_printable_len(instr):
"""
Return string length if all operand bytes are ascii or utf16-le printable
Works on a capstone instruction
"""
# should have exactly two operands for mov immediate
if len(instr.operands) != 2:
return 0
op_value = instr.operands[1].value.imm
if instr.imm_size == 1:
chars = struct.pack("<B", op_value & 0xFF)
elif instr.imm_size == 2:
chars = struct.pack("<H", op_value & 0xFFFF)
elif instr.imm_size == 4:
chars = struct.pack("<I", op_value & 0xFFFFFFFF)
elif instr.imm_size == 8:
chars = struct.pack("<Q", op_value & 0xFFFFFFFFFFFFFFFF)
else:
raise ValueError("Unhandled operand data type 0x%x." % instr.imm_size)
if is_printable_ascii(chars):
return instr.imm_size
if is_printable_utf16le(chars):
return instr.imm_size // 2
return 0
def extract_features(f, bb):
"""
extract features from the given basic block.
args:
f (smda.common.SmdaFunction): the function from which to extract features
bb (smda.common.SmdaBasicBlock): the basic block to process.
yields:
Tuple[Feature, int]: the features and their location found in this basic block.
"""
yield BasicBlock(), bb.offset
for bb_handler in BASIC_BLOCK_HANDLERS:
for feature, va in bb_handler(f, bb):
yield feature, va
BASIC_BLOCK_HANDLERS = (
extract_bb_tight_loop,
extract_stackstring,
)

View File

@@ -0,0 +1,53 @@
from smda.common.SmdaReport import SmdaReport
import capa.features.extractors.common
import capa.features.extractors.smda.file
import capa.features.extractors.smda.insn
import capa.features.extractors.smda.global_
import capa.features.extractors.smda.function
import capa.features.extractors.smda.basicblock
from capa.features.extractors.base_extractor import FeatureExtractor
class SmdaFeatureExtractor(FeatureExtractor):
def __init__(self, smda_report: SmdaReport, path):
super(SmdaFeatureExtractor, self).__init__()
self.smda_report = smda_report
self.path = path
with open(self.path, "rb") as f:
self.buf = f.read()
# pre-compute these because we'll yield them at *every* scope.
self.global_features = []
self.global_features.extend(capa.features.extractors.common.extract_os(self.buf))
self.global_features.extend(capa.features.extractors.smda.global_.extract_arch(self.smda_report))
def get_base_address(self):
return self.smda_report.base_addr
def extract_global_features(self):
yield from self.global_features
def extract_file_features(self):
yield from capa.features.extractors.smda.file.extract_features(self.smda_report, self.buf)
def get_functions(self):
for function in self.smda_report.getFunctions():
yield function
def extract_function_features(self, f):
yield from capa.features.extractors.smda.function.extract_features(f)
def get_basic_blocks(self, f):
for bb in f.getBlocks():
yield bb
def extract_basic_block_features(self, f, bb):
yield from capa.features.extractors.smda.basicblock.extract_features(f, bb)
def get_instructions(self, f, bb):
for smda_ins in bb.getInstructions():
yield smda_ins
def extract_insn_features(self, f, bb, insn):
yield from capa.features.extractors.smda.insn.extract_features(f, bb, insn)

View File

@@ -0,0 +1,102 @@
# if we have SMDA we definitely have lief
import lief
import capa.features.extractors.common
import capa.features.extractors.helpers
import capa.features.extractors.strings
from capa.features.file import Export, Import, Section
from capa.features.common import String, Characteristic
def extract_file_embedded_pe(buf, **kwargs):
for offset, _ in capa.features.extractors.helpers.carve_pe(buf, 1):
yield Characteristic("embedded pe"), offset
def extract_file_export_names(buf, **kwargs):
lief_binary = lief.parse(buf)
if lief_binary is not None:
for function in lief_binary.exported_functions:
yield Export(function.name), function.address
def extract_file_import_names(smda_report, buf):
# extract import table info via LIEF
lief_binary = lief.parse(buf)
if not isinstance(lief_binary, lief.PE.Binary):
return
for imported_library in lief_binary.imports:
library_name = imported_library.name.lower()
library_name = library_name[:-4] if library_name.endswith(".dll") else library_name
for func in imported_library.entries:
va = func.iat_address + smda_report.base_addr
if func.name:
for name in capa.features.extractors.helpers.generate_symbols(library_name, func.name):
yield Import(name), va
elif func.is_ordinal:
for name in capa.features.extractors.helpers.generate_symbols(library_name, "#%s" % func.ordinal):
yield Import(name), va
def extract_file_section_names(buf, **kwargs):
lief_binary = lief.parse(buf)
if not isinstance(lief_binary, lief.PE.Binary):
return
if lief_binary and lief_binary.sections:
base_address = lief_binary.optional_header.imagebase
for section in lief_binary.sections:
yield Section(section.name), base_address + section.virtual_address
def extract_file_strings(buf, **kwargs):
"""
extract ASCII and UTF-16 LE strings from file
"""
for s in capa.features.extractors.strings.extract_ascii_strings(buf):
yield String(s.s), s.offset
for s in capa.features.extractors.strings.extract_unicode_strings(buf):
yield String(s.s), s.offset
def extract_file_function_names(smda_report, **kwargs):
"""
extract the names of statically-linked library functions.
"""
if False:
# using a `yield` here to force this to be a generator, not function.
yield NotImplementedError("SMDA doesn't have library matching")
return
def extract_file_format(buf, **kwargs):
yield from capa.features.extractors.common.extract_format(buf)
def extract_features(smda_report, buf):
"""
extract file features from given workspace
args:
smda_report (smda.common.SmdaReport): a SmdaReport
buf: the raw bytes of the sample
yields:
Tuple[Feature, VA]: a feature and its location.
"""
for file_handler in FILE_HANDLERS:
for feature, va in file_handler(smda_report=smda_report, buf=buf):
yield feature, va
FILE_HANDLERS = (
extract_file_embedded_pe,
extract_file_export_names,
extract_file_import_names,
extract_file_section_names,
extract_file_strings,
extract_file_function_names,
extract_file_format,
)

View File

@@ -0,0 +1,38 @@
from capa.features.common import Characteristic
from capa.features.extractors import loops
def extract_function_calls_to(f):
for inref in f.inrefs:
yield Characteristic("calls to"), inref
def extract_function_loop(f):
"""
parse if a function has a loop
"""
edges = []
for bb_from, bb_tos in f.blockrefs.items():
for bb_to in bb_tos:
edges.append((bb_from, bb_to))
if edges and loops.has_loop(edges):
yield Characteristic("loop"), f.offset
def extract_features(f):
"""
extract features from the given function.
args:
f (smda.common.SmdaFunction): the function from which to extract features
yields:
Tuple[Feature, int]: the features and their location found in this function.
"""
for func_handler in FUNCTION_HANDLERS:
for feature, va in func_handler(f):
yield feature, va
FUNCTION_HANDLERS = (extract_function_calls_to, extract_function_loop)

View File

@@ -0,0 +1,20 @@
import logging
from capa.features.common import ARCH_I386, ARCH_AMD64, Arch
logger = logging.getLogger(__name__)
def extract_arch(smda_report):
if smda_report.architecture == "intel":
if smda_report.bitness == 32:
yield Arch(ARCH_I386), 0x0
elif smda_report.bitness == 64:
yield Arch(ARCH_AMD64), 0x0
else:
# we likely end up here:
# 1. handling a new architecture (e.g. aarch64)
#
# for (1), this logic will need to be updated as the format is implemented.
logger.debug("unsupported architecture: %s", smda_report.architecture)
return

View File

@@ -0,0 +1,412 @@
import re
import string
import struct
from smda.common.SmdaReport import SmdaReport
import capa.features.extractors.helpers
from capa.features.insn import API, Number, Offset, Mnemonic
from capa.features.common import (
BITNESS_X32,
BITNESS_X64,
MAX_BYTES_FEATURE_SIZE,
THUNK_CHAIN_DEPTH_DELTA,
Bytes,
String,
Characteristic,
)
# security cookie checks may perform non-zeroing XORs, these are expected within a certain
# byte range within the first and returning basic blocks, this helps to reduce FP features
SECURITY_COOKIE_BYTES_DELTA = 0x40
PATTERN_HEXNUM = re.compile(r"[+\-] (?P<num>0x[a-fA-F0-9]+)")
PATTERN_SINGLENUM = re.compile(r"[+\-] (?P<num>[0-9])")
def get_bitness(smda_report):
if smda_report.architecture == "intel":
if smda_report.bitness == 32:
return BITNESS_X32
elif smda_report.bitness == 64:
return BITNESS_X64
else:
raise NotImplementedError
def extract_insn_api_features(f, bb, insn):
"""parse API features from the given instruction."""
if insn.offset in f.apirefs:
api_entry = f.apirefs[insn.offset]
# reformat
dll_name, api_name = api_entry.split("!")
dll_name = dll_name.split(".")[0]
dll_name = dll_name.lower()
for name in capa.features.extractors.helpers.generate_symbols(dll_name, api_name):
yield API(name), insn.offset
elif insn.offset in f.outrefs:
current_function = f
current_instruction = insn
for index in range(THUNK_CHAIN_DEPTH_DELTA):
if current_function and len(current_function.outrefs[current_instruction.offset]) == 1:
target = current_function.outrefs[current_instruction.offset][0]
referenced_function = current_function.smda_report.getFunction(target)
if referenced_function:
# TODO SMDA: implement this function for both jmp and call, checking if function has 1 instruction which refs an API
if referenced_function.isApiThunk():
api_entry = (
referenced_function.apirefs[target] if target in referenced_function.apirefs else None
)
if api_entry:
# reformat
dll_name, api_name = api_entry.split("!")
dll_name = dll_name.split(".")[0]
dll_name = dll_name.lower()
for name in capa.features.extractors.helpers.generate_symbols(dll_name, api_name):
yield API(name), insn.offset
elif referenced_function.num_instructions == 1 and referenced_function.num_outrefs == 1:
current_function = referenced_function
current_instruction = [i for i in referenced_function.getInstructions()][0]
else:
return
def extract_insn_number_features(f, bb, insn):
"""parse number features from the given instruction."""
# example:
#
# push 3136B0h ; dwControlCode
operands = [o.strip() for o in insn.operands.split(",")]
if insn.mnemonic == "add" and operands[0] in ["esp", "rsp"]:
# skip things like:
#
# .text:00401140 call sub_407E2B
# .text:00401145 add esp, 0Ch
return
for operand in operands:
try:
# The result of bitwise operations is calculated as though carried out
# in twos complement with an infinite number of sign bits
value = int(operand, 16) & ((1 << f.smda_report.bitness) - 1)
yield Number(value), insn.offset
yield Number(value, bitness=get_bitness(f.smda_report)), insn.offset
except:
continue
def read_bytes(smda_report, va, num_bytes=None):
"""
read up to MAX_BYTES_FEATURE_SIZE from the given address.
"""
rva = va - smda_report.base_addr
if smda_report.buffer is None:
raise ValueError("buffer is empty")
buffer_end = len(smda_report.buffer)
max_bytes = num_bytes if num_bytes is not None else MAX_BYTES_FEATURE_SIZE
if rva + max_bytes > buffer_end:
return smda_report.buffer[rva:]
else:
return smda_report.buffer[rva : rva + max_bytes]
def derefs(smda_report, p):
"""
recursively follow the given pointer, yielding the valid memory addresses along the way.
useful when you may have a pointer to string, or pointer to pointer to string, etc.
this is a "do what i mean" type of helper function.
based on the implementation in viv/insn.py
"""
depth = 0
while True:
if not smda_report.isAddrWithinMemoryImage(p):
return
yield p
bytes_ = read_bytes(smda_report, p, num_bytes=4)
val = struct.unpack("I", bytes_)[0]
# sanity: pointer points to self
if val == p:
return
# sanity: avoid chains of pointers that are unreasonably deep
depth += 1
if depth > 10:
return
p = val
def extract_insn_bytes_features(f, bb, insn):
"""
parse byte sequence features from the given instruction.
example:
# push offset iid_004118d4_IShellLinkA ; riid
"""
for data_ref in insn.getDataRefs():
for v in derefs(f.smda_report, data_ref):
bytes_read = read_bytes(f.smda_report, v)
if bytes_read is None:
continue
if capa.features.extractors.helpers.all_zeros(bytes_read):
continue
yield Bytes(bytes_read), insn.offset
def detect_ascii_len(smda_report, offset):
if smda_report.buffer is None:
return 0
ascii_len = 0
rva = offset - smda_report.base_addr
char = smda_report.buffer[rva]
while char < 127 and chr(char) in string.printable:
ascii_len += 1
rva += 1
char = smda_report.buffer[rva]
if char == 0:
return ascii_len
return 0
def detect_unicode_len(smda_report, offset):
if smda_report.buffer is None:
return 0
unicode_len = 0
rva = offset - smda_report.base_addr
char = smda_report.buffer[rva]
second_char = smda_report.buffer[rva + 1]
while char < 127 and chr(char) in string.printable and second_char == 0:
unicode_len += 2
rva += 2
char = smda_report.buffer[rva]
second_char = smda_report.buffer[rva + 1]
if char == 0 and second_char == 0:
return unicode_len
return 0
def read_string(smda_report, offset):
alen = detect_ascii_len(smda_report, offset)
if alen > 1:
return read_bytes(smda_report, offset, alen).decode("utf-8")
ulen = detect_unicode_len(smda_report, offset)
if ulen > 2:
return read_bytes(smda_report, offset, ulen).decode("utf-16")
def extract_insn_string_features(f, bb, insn):
"""parse string features from the given instruction."""
# example:
#
# push offset aAcr ; "ACR > "
for data_ref in insn.getDataRefs():
for v in derefs(f.smda_report, data_ref):
string_read = read_string(f.smda_report, v)
if string_read:
yield String(string_read.rstrip("\x00")), insn.offset
def extract_insn_offset_features(f, bb, insn):
"""parse structure offset features from the given instruction."""
# examples:
#
# mov eax, [esi + 4]
# mov eax, [esi + ecx + 16384]
operands = [o.strip() for o in insn.operands.split(",")]
for operand in operands:
if not "ptr" in operand:
continue
if "esp" in operand or "ebp" in operand or "rbp" in operand:
continue
number = 0
number_hex = re.search(PATTERN_HEXNUM, operand)
number_int = re.search(PATTERN_SINGLENUM, operand)
if number_hex:
number = int(number_hex.group("num"), 16)
number = -1 * number if number_hex.group().startswith("-") else number
elif number_int:
number = int(number_int.group("num"))
number = -1 * number if number_int.group().startswith("-") else number
yield Offset(number), insn.offset
yield Offset(number, bitness=get_bitness(f.smda_report)), insn.offset
def is_security_cookie(f, bb, insn):
"""
check if an instruction is related to security cookie checks
"""
# security cookie check should use SP or BP
operands = [o.strip() for o in insn.operands.split(",")]
if operands[1] not in ["esp", "ebp", "rsp", "rbp"]:
return False
for index, block in enumerate(f.getBlocks()):
# expect security cookie init in first basic block within first bytes (instructions)
block_instructions = [i for i in block.getInstructions()]
if index == 0 and insn.offset < (block_instructions[0].offset + SECURITY_COOKIE_BYTES_DELTA):
return True
# ... or within last bytes (instructions) before a return
if block_instructions[-1].mnemonic.startswith("ret") and insn.offset > (
block_instructions[-1].offset - SECURITY_COOKIE_BYTES_DELTA
):
return True
return False
def extract_insn_nzxor_characteristic_features(f, bb, insn):
"""
parse non-zeroing XOR instruction from the given instruction.
ignore expected non-zeroing XORs, e.g. security cookies.
"""
if insn.mnemonic not in ("xor", "xorpd", "xorps", "pxor"):
return
operands = [o.strip() for o in insn.operands.split(",")]
if operands[0] == operands[1]:
return
if is_security_cookie(f, bb, insn):
return
yield Characteristic("nzxor"), insn.offset
def extract_insn_mnemonic_features(f, bb, insn):
"""parse mnemonic features from the given instruction."""
yield Mnemonic(insn.mnemonic), insn.offset
def extract_insn_obfs_call_plus_5_characteristic_features(f, bb, insn):
"""
parse call $+5 instruction from the given instruction.
"""
if insn.mnemonic != "call":
return
if not insn.operands.startswith("0x"):
return
if int(insn.operands, 16) == insn.offset + 5:
yield Characteristic("call $+5"), insn.offset
def extract_insn_peb_access_characteristic_features(f, bb, insn):
"""
parse peb access from the given function. fs:[0x30] on x86, gs:[0x60] on x64
"""
if insn.mnemonic not in ["push", "mov"]:
return
operands = [o.strip() for o in insn.operands.split(",")]
for operand in operands:
if "fs:" in operand and "0x30" in operand:
yield Characteristic("peb access"), insn.offset
elif "gs:" in operand and "0x60" in operand:
yield Characteristic("peb access"), insn.offset
def extract_insn_segment_access_features(f, bb, insn):
"""parse the instruction for access to fs or gs"""
operands = [o.strip() for o in insn.operands.split(",")]
for operand in operands:
if "fs:" in operand:
yield Characteristic("fs access"), insn.offset
elif "gs:" in operand:
yield Characteristic("gs access"), insn.offset
def extract_insn_cross_section_cflow(f, bb, insn):
"""
inspect the instruction for a CALL or JMP that crosses section boundaries.
"""
if insn.mnemonic in ["call", "jmp"]:
if insn.offset in f.apirefs:
return
smda_report = insn.smda_function.smda_report
if insn.offset in f.outrefs:
for target in f.outrefs[insn.offset]:
if smda_report.getSection(insn.offset) != smda_report.getSection(target):
yield Characteristic("cross section flow"), insn.offset
elif insn.operands.startswith("0x"):
target = int(insn.operands, 16)
if smda_report.getSection(insn.offset) != smda_report.getSection(target):
yield Characteristic("cross section flow"), insn.offset
# this is a feature that's most relevant at the function scope,
# however, its most efficient to extract at the instruction scope.
def extract_function_calls_from(f, bb, insn):
if insn.mnemonic != "call":
return
if insn.offset in f.outrefs:
for outref in f.outrefs[insn.offset]:
yield Characteristic("calls from"), outref
if outref == f.offset:
# if we found a jump target and it's the function address
# mark as recursive
yield Characteristic("recursive call"), outref
if insn.offset in f.apirefs:
yield Characteristic("calls from"), insn.offset
# this is a feature that's most relevant at the function or basic block scope,
# however, its most efficient to extract at the instruction scope.
def extract_function_indirect_call_characteristic_features(f, bb, insn):
"""
extract indirect function call characteristic (e.g., call eax or call dword ptr [edx+4])
does not include calls like => call ds:dword_ABD4974
"""
if insn.mnemonic != "call":
return
if insn.operands.startswith("0x"):
return False
if "qword ptr" in insn.operands and "rip" in insn.operands:
return False
if insn.operands.startswith("dword ptr [0x"):
return False
# call edx
# call dword ptr [eax+50h]
# call qword ptr [rsp+78h]
yield Characteristic("indirect call"), insn.offset
def extract_features(f, bb, insn):
"""
extract features from the given insn.
args:
f (smda.common.SmdaFunction): the function to process.
bb (smda.common.SmdaBasicBlock): the basic block to process.
insn (smda.common.SmdaInstruction): the instruction to process.
yields:
Tuple[Feature, int]: the features and their location found in this insn.
"""
for insn_handler in INSTRUCTION_HANDLERS:
for feature, va in insn_handler(f, bb, insn):
yield feature, va
INSTRUCTION_HANDLERS = (
extract_insn_api_features,
extract_insn_number_features,
extract_insn_string_features,
extract_insn_bytes_features,
extract_insn_offset_features,
extract_insn_nzxor_characteristic_features,
extract_insn_mnemonic_features,
extract_insn_obfs_call_plus_5_characteristic_features,
extract_insn_peb_access_characteristic_features,
extract_insn_cross_section_cflow,
extract_insn_segment_access_features,
extract_function_calls_from,
extract_function_indirect_call_characteristic_features,
)

View File

@@ -1,6 +1,6 @@
# strings code from FLOSS, https://github.com/mandiant/flare-floss
#
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -9,7 +9,6 @@
# See the License for the specific language governing permissions and limitations under the License.
import re
import contextlib
from collections import namedtuple
ASCII_BYTE = r" !\"#\$%&\'\(\)\*\+,-\./0123456789:;<=>\?@ABCDEFGHIJKLMNOPQRSTUVWXYZ\[\]\^_`abcdefghijklmnopqrstuvwxyz\{\|\}\\\~\t".encode(
@@ -82,5 +81,24 @@ def extract_unicode_strings(buf, n=4):
reg = b"((?:[%s]\x00){%d,})" % (ASCII_BYTE, n)
r = re.compile(reg)
for match in r.finditer(buf):
with contextlib.suppress(UnicodeDecodeError):
try:
yield String(match.group().decode("utf-16"), match.start())
except UnicodeDecodeError:
pass
def main():
import sys
with open(sys.argv[1], "rb") as f:
b = f.read()
for s in extract_ascii_strings(b):
print("0x{:x}: {:s}".format(s.offset, s.s))
for s in extract_unicode_strings(b):
print("0x{:x}: {:s}".format(s.offset, s.s))
if __name__ == "__main__":
main()

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -8,30 +8,27 @@
import string
import struct
from typing import Tuple, Iterator
import envi
import envi.archs.i386.disasm
from capa.features.common import Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.common import Characteristic
from capa.features.basicblock import BasicBlock
from capa.features.extractors.helpers import MIN_STACKSTRING_LEN
from capa.features.extractors.base_extractor import BBHandle, FunctionHandle
def interface_extract_basic_block_XXX(f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, Address]]:
def interface_extract_basic_block_XXX(f, bb):
"""
parse features from the given basic block.
args:
f: the function to process.
bb: the basic block to process.
f (viv_utils.Function): the function to process.
bb (viv_utils.BasicBlock): the basic block to process.
yields:
(Feature, Address): the feature and the address at which its found.
(Feature, int): the feature and the address at which its found.
"""
raise NotImplementedError
yield NotImplementedError("feature"), NotImplementedError("virtual address")
def _bb_has_tight_loop(f, bb):
@@ -47,10 +44,10 @@ def _bb_has_tight_loop(f, bb):
return False
def extract_bb_tight_loop(f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_bb_tight_loop(f, bb):
"""check basic block for tight loop indicators"""
if _bb_has_tight_loop(f, bb.inner):
yield Characteristic("tight loop"), bb.address
if _bb_has_tight_loop(f, bb):
yield Characteristic("tight loop"), bb.va
def _bb_has_stackstring(f, bb):
@@ -70,10 +67,10 @@ def _bb_has_stackstring(f, bb):
return False
def extract_stackstring(f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_stackstring(f, bb):
"""check basic block for stackstring indicators"""
if _bb_has_stackstring(f, bb.inner):
yield Characteristic("stack string"), bb.address
if _bb_has_stackstring(f, bb):
yield Characteristic("stack string"), bb.va
def is_mov_imm_to_stack(instr: envi.archs.i386.disasm.i386Opcode) -> bool:
@@ -92,6 +89,7 @@ def is_mov_imm_to_stack(instr: envi.archs.i386.disasm.i386Opcode) -> bool:
if not src.isImmed():
return False
# TODO what about 64-bit operands?
if not isinstance(dst, envi.archs.i386.disasm.i386SibOper) and not isinstance(
dst, envi.archs.i386.disasm.i386RegMemOper
):
@@ -120,7 +118,7 @@ def get_printable_len(oper: envi.archs.i386.disasm.i386ImmOper) -> int:
elif oper.tsize == 8:
chars = struct.pack("<Q", oper.imm)
else:
raise ValueError(f"unexpected oper.tsize: {oper.tsize}")
raise ValueError("unexpected oper.tsize: %d" % (oper.tsize))
if is_printable_ascii(chars):
return oper.tsize
@@ -145,7 +143,7 @@ def is_printable_utf16le(chars: bytes) -> bool:
return False
def extract_features(f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_features(f, bb):
"""
extract features from the given basic block.
@@ -156,10 +154,10 @@ def extract_features(f: FunctionHandle, bb: BBHandle) -> Iterator[Tuple[Feature,
yields:
Tuple[Feature, int]: the features and their location found in this basic block.
"""
yield BasicBlock(), AbsoluteVirtualAddress(bb.inner.va)
yield BasicBlock(), bb.va
for bb_handler in BASIC_BLOCK_HANDLERS:
for feature, addr in bb_handler(f, bb):
yield feature, addr
for feature, va in bb_handler(f, bb):
yield feature, va
BASIC_BLOCK_HANDLERS = (

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -6,8 +6,6 @@
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
from typing import Any, Dict, List, Tuple, Iterator
from pathlib import Path
import viv_utils
import viv_utils.flirt
@@ -18,29 +16,40 @@ import capa.features.extractors.viv.insn
import capa.features.extractors.viv.global_
import capa.features.extractors.viv.function
import capa.features.extractors.viv.basicblock
from capa.features.common import Feature
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle, FeatureExtractor
from capa.features.extractors.base_extractor import FeatureExtractor
logger = logging.getLogger(__name__)
class InstructionHandle:
"""this acts like a vivisect.Opcode but with an __int__() method"""
def __init__(self, inner):
self._inner = inner
def __int__(self):
return self.va
def __getattr__(self, name):
return getattr(self._inner, name)
class VivisectFeatureExtractor(FeatureExtractor):
def __init__(self, vw, path: Path, os):
super().__init__()
def __init__(self, vw, path):
super(VivisectFeatureExtractor, self).__init__()
self.vw = vw
self.path = path
self.buf = path.read_bytes()
with open(self.path, "rb") as f:
self.buf = f.read()
# pre-compute these because we'll yield them at *every* scope.
self.global_features: List[Tuple[Feature, Address]] = []
self.global_features.extend(capa.features.extractors.viv.file.extract_file_format(self.buf))
self.global_features.extend(capa.features.extractors.common.extract_os(self.buf, os))
self.global_features = []
self.global_features.extend(capa.features.extractors.common.extract_os(self.buf))
self.global_features.extend(capa.features.extractors.viv.global_.extract_arch(self.vw))
def get_base_address(self):
# assume there is only one file loaded into the vw
return AbsoluteVirtualAddress(list(self.vw.filemeta.values())[0]["imagebase"])
return list(self.vw.filemeta.values())[0]["imagebase"]
def extract_global_features(self):
yield from self.global_features
@@ -48,36 +57,28 @@ class VivisectFeatureExtractor(FeatureExtractor):
def extract_file_features(self):
yield from capa.features.extractors.viv.file.extract_features(self.vw, self.buf)
def get_functions(self) -> Iterator[FunctionHandle]:
cache: Dict[str, Any] = {}
def get_functions(self):
for va in sorted(self.vw.getFunctions()):
yield FunctionHandle(
address=AbsoluteVirtualAddress(va), inner=viv_utils.Function(self.vw, va), ctx={"cache": cache}
)
yield viv_utils.Function(self.vw, va)
def extract_function_features(self, fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.viv.function.extract_features(fh)
def extract_function_features(self, f):
yield from capa.features.extractors.viv.function.extract_features(f)
def get_basic_blocks(self, fh: FunctionHandle) -> Iterator[BBHandle]:
f: viv_utils.Function = fh.inner
for bb in f.basic_blocks:
yield BBHandle(address=AbsoluteVirtualAddress(bb.va), inner=bb)
def get_basic_blocks(self, f):
return f.basic_blocks
def extract_basic_block_features(self, fh: FunctionHandle, bbh) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.viv.basicblock.extract_features(fh, bbh)
def extract_basic_block_features(self, f, bb):
yield from capa.features.extractors.viv.basicblock.extract_features(f, bb)
def get_instructions(self, fh: FunctionHandle, bbh: BBHandle) -> Iterator[InsnHandle]:
bb: viv_utils.BasicBlock = bbh.inner
def get_instructions(self, f, bb):
for insn in bb.instructions:
yield InsnHandle(address=AbsoluteVirtualAddress(insn.va), inner=insn)
yield InstructionHandle(insn)
def extract_insn_features(
self, fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
yield from capa.features.extractors.viv.insn.extract_features(fh, bbh, ih)
def extract_insn_features(self, f, bb, insn):
yield from capa.features.extractors.viv.insn.extract_features(f, bb, insn)
def is_library_function(self, addr):
return viv_utils.flirt.is_library_function(self.vw, addr)
def is_library_function(self, va):
return viv_utils.flirt.is_library_function(self.vw, va)
def get_function_name(self, addr):
return viv_utils.get_function_name(self.vw, addr)
def get_function_name(self, va):
return viv_utils.get_function_name(self.vw, va)

View File

@@ -1,14 +1,12 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Tuple, Iterator
import PE.carve as pe_carve # vivisect PE
import vivisect
import viv_utils
import viv_utils.flirt
@@ -17,46 +15,20 @@ import capa.features.extractors.common
import capa.features.extractors.helpers
import capa.features.extractors.strings
from capa.features.file import Export, Import, Section, FunctionName
from capa.features.common import Feature, Characteristic
from capa.features.address import Address, FileOffsetAddress, AbsoluteVirtualAddress
from capa.features.common import String, Characteristic
def extract_file_embedded_pe(buf, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_embedded_pe(buf, **kwargs):
for offset, _ in pe_carve.carve(buf, 1):
yield Characteristic("embedded pe"), FileOffsetAddress(offset)
yield Characteristic("embedded pe"), offset
def get_first_vw_filename(vw: vivisect.VivWorkspace):
# vivisect associates metadata with each file that its loaded into the workspace.
# capa only loads a single file into each workspace.
# so to access the metadata for the file in question, we can just take the first one.
# otherwise, we'd have to pass around the module name of the file we're analyzing,
# which is a pain.
#
# so this is a simplifying assumption.
return next(iter(vw.filemeta.keys()))
def extract_file_export_names(vw: vivisect.VivWorkspace, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_export_names(vw, **kwargs):
for va, _, name, _ in vw.getExports():
yield Export(name), AbsoluteVirtualAddress(va)
if vw.getMeta("Format") == "pe":
pe = vw.parsedbin
baseaddr = pe.IMAGE_NT_HEADERS.OptionalHeader.ImageBase
for rva, _, forwarded_name in vw.getFileMeta(get_first_vw_filename(vw), "forwarders"):
try:
forwarded_name = forwarded_name.partition(b"\x00")[0].decode("ascii")
except UnicodeDecodeError:
continue
forwarded_name = capa.features.extractors.helpers.reformat_forwarded_export_name(forwarded_name)
va = baseaddr + rva
yield Export(forwarded_name), AbsoluteVirtualAddress(va)
yield Characteristic("forwarded export"), AbsoluteVirtualAddress(va)
yield Export(name), va
def extract_file_import_names(vw, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_import_names(vw, **kwargs):
"""
extract imported function names
1. imports by ordinal:
@@ -70,11 +42,10 @@ def extract_file_import_names(vw, **kwargs) -> Iterator[Tuple[Feature, Address]]
modname, impname = tinfo.split(".", 1)
if is_viv_ord_impname(impname):
# replace ord prefix with #
impname = "#" + impname[len("ord") :]
impname = "#%s" % impname[len("ord") :]
addr = AbsoluteVirtualAddress(va)
for name in capa.features.extractors.helpers.generate_symbols(modname, impname):
yield Import(name), addr
yield Import(name), va
def is_viv_ord_impname(impname: str) -> bool:
@@ -91,37 +62,30 @@ def is_viv_ord_impname(impname: str) -> bool:
return True
def extract_file_section_names(vw, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_section_names(vw, **kwargs):
for va, _, segname, _ in vw.getSegments():
yield Section(segname), AbsoluteVirtualAddress(va)
yield Section(segname), va
def extract_file_strings(buf, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_strings(buf, **kwargs):
yield from capa.features.extractors.common.extract_file_strings(buf)
def extract_file_function_names(vw, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_function_names(vw, **kwargs):
"""
extract the names of statically-linked library functions.
"""
for va in sorted(vw.getFunctions()):
addr = AbsoluteVirtualAddress(va)
if viv_utils.flirt.is_library_function(vw, va):
name = viv_utils.get_function_name(vw, va)
yield FunctionName(name), addr
if name.startswith("_"):
# some linkers may prefix linked routines with a `_` to avoid name collisions.
# extract features for both the mangled and un-mangled representations.
# e.g. `_fwrite` -> `fwrite`
# see: https://stackoverflow.com/a/2628384/87207
yield FunctionName(name[1:]), addr
yield FunctionName(name), va
def extract_file_format(buf, **kwargs) -> Iterator[Tuple[Feature, Address]]:
def extract_file_format(buf, **kwargs):
yield from capa.features.extractors.common.extract_format(buf)
def extract_features(vw, buf: bytes) -> Iterator[Tuple[Feature, Address]]:
def extract_features(vw, buf: bytes):
"""
extract file features from given workspace
@@ -130,12 +94,12 @@ def extract_features(vw, buf: bytes) -> Iterator[Tuple[Feature, Address]]:
buf: the raw input file bytes
yields:
Tuple[Feature, Address]: a feature and its location.
Tuple[Feature, VA]: a feature and its location.
"""
for file_handler in FILE_HANDLERS:
for feature, addr in file_handler(vw=vw, buf=buf): # type: ignore
yield feature, addr
for feature, va in file_handler(vw=vw, buf=buf): # type: ignore
yield feature, va
FILE_HANDLERS = (

View File

@@ -1,80 +1,45 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Tuple, Iterator
import envi
import viv_utils
import vivisect.const
from capa.features.file import FunctionName
from capa.features.common import Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.common import Characteristic
from capa.features.extractors import loops
from capa.features.extractors.elf import SymTab
from capa.features.extractors.base_extractor import FunctionHandle
def interface_extract_function_XXX(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
def interface_extract_function_XXX(f):
"""
parse features from the given function.
args:
f: the function to process.
f (viv_utils.Function): the function to process.
yields:
(Feature, Address): the feature and the address at which its found.
(Feature, int): the feature and the address at which its found.
"""
raise NotImplementedError
yield NotImplementedError("feature"), NotImplementedError("virtual address")
def extract_function_symtab_names(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
if fh.inner.vw.metadata["Format"] == "elf":
# the file's symbol table gets added to the metadata of the vivisect workspace.
# this is in order to eliminate the computational overhead of refetching symtab each time.
if "symtab" not in fh.ctx["cache"]:
try:
fh.ctx["cache"]["symtab"] = SymTab.from_Elf(fh.inner.vw.parsedbin)
except Exception:
fh.ctx["cache"]["symtab"] = None
symtab = fh.ctx["cache"]["symtab"]
if symtab:
for symbol in symtab.get_symbols():
sym_name = symtab.get_name(symbol)
sym_value = symbol.value
sym_info = symbol.info
STT_FUNC = 0x2
if sym_value == fh.address and sym_info & STT_FUNC != 0:
yield FunctionName(sym_name), fh.address
def extract_function_calls_to(fhandle: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
f: viv_utils.Function = fhandle.inner
def extract_function_calls_to(f):
for src, _, _, _ in f.vw.getXrefsTo(f.va, rtype=vivisect.const.REF_CODE):
yield Characteristic("calls to"), AbsoluteVirtualAddress(src)
yield Characteristic("calls to"), src
def extract_function_loop(fhandle: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_function_loop(f):
"""
parse if a function has a loop
"""
f: viv_utils.Function = fhandle.inner
edges = []
for bb in f.basic_blocks:
if len(bb.instructions) > 0:
for bva, bflags in bb.instructions[-1].getBranches():
if bva is None:
# vivisect may be unable to recover the call target, e.g. on dynamic calls like `call esi`
# for this bva is None, and we don't want to add it for loop detection, ref: vivisect#574
continue
# vivisect does not set branch flags for non-conditional jmp so add explicit check
if (
bflags & envi.BR_COND
@@ -85,26 +50,22 @@ def extract_function_loop(fhandle: FunctionHandle) -> Iterator[Tuple[Feature, Ad
edges.append((bb.va, bva))
if edges and loops.has_loop(edges):
yield Characteristic("loop"), fhandle.address
yield Characteristic("loop"), f.va
def extract_features(fh: FunctionHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_features(f):
"""
extract features from the given function.
args:
fh: the function handle from which to extract features
f (viv_utils.Function): the function from which to extract features
yields:
Tuple[Feature, int]: the features and their location found in this function.
"""
for func_handler in FUNCTION_HANDLERS:
for feature, addr in func_handler(fh):
yield feature, addr
for feature, va in func_handler(f):
yield feature, va
FUNCTION_HANDLERS = (
extract_function_symtab_names,
extract_function_calls_to,
extract_function_loop,
)
FUNCTION_HANDLERS = (extract_function_calls_to, extract_function_loop)

View File

@@ -1,26 +1,19 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
from typing import Tuple, Iterator
from capa.features.common import ARCH_I386, ARCH_AMD64, Arch, Feature
from capa.features.address import NO_ADDRESS, Address
import envi.archs.i386
import envi.archs.amd64
from capa.features.common import ARCH_I386, ARCH_AMD64, Arch
logger = logging.getLogger(__name__)
def extract_arch(vw) -> Iterator[Tuple[Feature, Address]]:
arch = vw.getMeta("Architecture")
if arch == "amd64":
yield Arch(ARCH_AMD64), NO_ADDRESS
def extract_arch(vw):
if isinstance(vw.arch, envi.archs.amd64.Amd64Module):
yield Arch(ARCH_AMD64), 0x0
elif arch == "i386":
yield Arch(ARCH_I386), NO_ADDRESS
elif isinstance(vw.arch, envi.archs.i386.i386Module):
yield Arch(ARCH_I386), 0x0
else:
# we likely end up here:

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,7 +7,7 @@
# See the License for the specific language governing permissions and limitations under the License.
import collections
from typing import Set, List, Deque, Tuple, Optional
from typing import TYPE_CHECKING, Set, List, Deque, Tuple, Union, Optional
import envi
import vivisect.const
@@ -15,6 +15,9 @@ import envi.archs.i386.disasm
import envi.archs.amd64.disasm
from vivisect import VivWorkspace
if TYPE_CHECKING:
from capa.features.extractors.viv.extractor import InstructionHandle
# pull out consts for lookup performance
i386RegOper = envi.archs.i386.disasm.i386RegOper
i386ImmOper = envi.archs.i386.disasm.i386ImmOper
@@ -42,7 +45,7 @@ def get_previous_instructions(vw: VivWorkspace, va: int) -> List[int]:
ret = []
# find the immediate prior instruction.
# ensure that it falls through to this one.
# ensure that it fallsthrough to this one.
loc = vw.getPrevLocation(va, adjacent=True)
if loc is not None:
ploc = vw.getPrevLocation(va, adjacent=True)
@@ -59,7 +62,7 @@ def get_previous_instructions(vw: VivWorkspace, va: int) -> List[int]:
#
# from vivisect.const:
# xref: (XR_FROM, XR_TO, XR_RTYPE, XR_RFLAG)
for xfrom, _, _, xflag in vw.getXrefsTo(va, REF_CODE):
for (xfrom, _, _, xflag) in vw.getXrefsTo(va, REF_CODE):
if (xflag & FAR_BRANCH_MASK) != 0:
continue
ret.append(xfrom)
@@ -71,7 +74,7 @@ class NotFoundError(Exception):
pass
def find_definition(vw: VivWorkspace, va: int, reg: int) -> Tuple[int, Optional[int]]:
def find_definition(vw: VivWorkspace, va: int, reg: int) -> Tuple[int, Union[int, None]]:
"""
scan backwards from the given address looking for assignments to the given register.
if a constant, return that value.
@@ -87,8 +90,8 @@ def find_definition(vw: VivWorkspace, va: int, reg: int) -> Tuple[int, Optional[
raises:
NotFoundError: when the definition cannot be found.
"""
q: Deque[int] = collections.deque()
seen: Set[int] = set()
q = collections.deque() # type: Deque[int]
seen = set([]) # type: Set[int]
q.extend(get_previous_instructions(vw, va))
while q:
@@ -132,14 +135,16 @@ def find_definition(vw: VivWorkspace, va: int, reg: int) -> Tuple[int, Optional[
raise NotFoundError()
def is_indirect_call(vw: VivWorkspace, va: int, insn: envi.Opcode) -> bool:
def is_indirect_call(vw: VivWorkspace, va: int, insn: Optional["InstructionHandle"] = None) -> bool:
if insn is None:
insn = vw.parseOpcode(va)
return insn.mnem in ("call", "jmp") and isinstance(insn.opers[0], envi.archs.i386.disasm.i386RegOper)
def resolve_indirect_call(vw: VivWorkspace, va: int, insn: envi.Opcode) -> Tuple[int, Optional[int]]:
def resolve_indirect_call(
vw: VivWorkspace, va: int, insn: Optional["InstructionHandle"] = None
) -> Tuple[int, Optional[int]]:
"""
inspect the given indirect call instruction and attempt to resolve the target address.

View File

@@ -1,12 +1,10 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import List, Tuple, Callable, Iterator
import envi
import envi.exc
import viv_utils
@@ -19,11 +17,16 @@ import envi.archs.amd64.disasm
import capa.features.extractors.helpers
import capa.features.extractors.viv.helpers
from capa.features.insn import API, MAX_STRUCTURE_SIZE, Number, Offset, Mnemonic, OperandNumber, OperandOffset
from capa.features.common import MAX_BYTES_FEATURE_SIZE, THUNK_CHAIN_DEPTH_DELTA, Bytes, String, Feature, Characteristic
from capa.features.address import Address, AbsoluteVirtualAddress
from capa.features.extractors.elf import SymTab
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle
from capa.features.insn import API, Number, Offset, Mnemonic
from capa.features.common import (
BITNESS_X32,
BITNESS_X64,
MAX_BYTES_FEATURE_SIZE,
THUNK_CHAIN_DEPTH_DELTA,
Bytes,
String,
Characteristic,
)
from capa.features.extractors.viv.indirect_calls import NotFoundError, resolve_indirect_call
# security cookie checks may perform non-zeroing XORs, these are expected within a certain
@@ -31,21 +34,27 @@ from capa.features.extractors.viv.indirect_calls import NotFoundError, resolve_i
SECURITY_COOKIE_BYTES_DELTA = 0x40
def interface_extract_instruction_XXX(
fh: FunctionHandle, bbh: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def get_bitness(vw):
bitness = vw.getMeta("Architecture")
if bitness == "i386":
return BITNESS_X32
elif bitness == "amd64":
return BITNESS_X64
def interface_extract_instruction_XXX(f, bb, insn):
"""
parse features from the given instruction.
args:
fh: the function handle to process.
bbh: the basic block handle to process.
ih: the instruction handle to process.
f (viv_utils.Function): the function to process.
bb (viv_utils.BasicBlock): the basic block to process.
insn (vivisect...Instruction): the instruction to process.
yields:
(Feature, Address): the feature and the address at which its found.
(Feature, int): the feature and the address at which its found.
"""
raise NotImplementedError
yield NotImplementedError("feature"), NotImplementedError("virtual address")
def get_imports(vw):
@@ -65,15 +74,12 @@ def get_imports(vw):
return imports
def extract_insn_api_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
"""
parse API features from the given instruction.
def extract_insn_api_features(f, bb, insn):
"""parse API features from the given instruction."""
example:
call dword [0x00473038]
"""
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
# example:
#
# call dword [0x00473038]
if insn.mnem not in ("call", "jmp"):
return
@@ -90,7 +96,7 @@ def extract_insn_api_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterato
if target in imports:
dll, symbol = imports[target]
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield API(name), ih.address
yield API(name), insn.va
# call via thunk on x86,
# see 9324d1a8ae37a36ae560c37448c9705a at 0x407985
@@ -110,42 +116,16 @@ def extract_insn_api_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterato
if not target:
return
if f.vw.metadata["Format"] == "elf":
if "symtab" not in fh.ctx["cache"]:
# the symbol table gets stored as a function's attribute in order to avoid running
# this code everytime the call is made, thus preventing the computational overhead.
try:
fh.ctx["cache"]["symtab"] = SymTab.from_Elf(f.vw.parsedbin)
except Exception:
fh.ctx["cache"]["symtab"] = None
symtab = fh.ctx["cache"]["symtab"]
if symtab:
for symbol in symtab.get_symbols():
sym_name = symtab.get_name(symbol)
sym_value = symbol.value
sym_info = symbol.info
STT_FUNC = 0x2
if sym_value == target and sym_info & STT_FUNC != 0:
yield API(sym_name), ih.address
if viv_utils.flirt.is_library_function(f.vw, target):
name = viv_utils.get_function_name(f.vw, target)
yield API(name), ih.address
if name.startswith("_"):
# some linkers may prefix linked routines with a `_` to avoid name collisions.
# extract features for both the mangled and un-mangled representations.
# e.g. `_fwrite` -> `fwrite`
# see: https://stackoverflow.com/a/2628384/87207
yield API(name[1:]), ih.address
yield API(name), insn.va
return
for _ in range(THUNK_CHAIN_DEPTH_DELTA):
if target in imports:
dll, symbol = imports[target]
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield API(name), ih.address
yield API(name), insn.va
# if jump leads to an ENDBRANCH instruction, skip it
if f.vw.getByteDef(target)[1].startswith(b"\xf3\x0f\x1e"):
@@ -165,7 +145,7 @@ def extract_insn_api_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterato
if target in imports:
dll, symbol = imports[target]
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield API(name), ih.address
yield API(name), insn.va
elif isinstance(insn.opers[0], envi.archs.i386.disasm.i386RegOper):
try:
@@ -182,7 +162,38 @@ def extract_insn_api_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterato
if target in imports:
dll, symbol = imports[target]
for name in capa.features.extractors.helpers.generate_symbols(dll, symbol):
yield API(name), ih.address
yield API(name), insn.va
def extract_insn_number_features(f, bb, insn):
"""parse number features from the given instruction."""
# example:
#
# push 3136B0h ; dwControlCode
for oper in insn.opers:
# this is for both x32 and x64
if not isinstance(oper, (envi.archs.i386.disasm.i386ImmOper, envi.archs.i386.disasm.i386ImmMemOper)):
continue
if isinstance(oper, envi.archs.i386.disasm.i386ImmOper):
v = oper.getOperValue(oper)
else:
v = oper.getOperAddr(oper)
if f.vw.probeMemory(v, 1, envi.memory.MM_READ):
# this is a valid address
# assume its not also a constant.
continue
if insn.mnem == "add" and insn.opers[0].isReg() and insn.opers[0].reg == envi.archs.i386.regs.REG_ESP:
# skip things like:
#
# .text:00401140 call sub_407E2B
# .text:00401145 add esp, 0Ch
return
yield Number(v), insn.va
yield Number(v, bitness=get_bitness(f.vw)), insn.va
def derefs(vw, p):
@@ -196,13 +207,8 @@ def derefs(vw, p):
while True:
if not vw.isValidPointer(p):
return
yield p
if vw.isProbablyString(p) or vw.isProbablyUnicode(p):
# don't deref strings that coincidentally are pointers
return
try:
next = vw.readMemoryPtr(p)
except Exception:
@@ -260,15 +266,12 @@ def read_bytes(vw, va: int) -> bytes:
raise
def extract_insn_bytes_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_bytes_features(f, bb, insn):
"""
parse byte sequence features from the given instruction.
example:
# push offset iid_004118d4_IShellLinkA ; riid
"""
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
if insn.mnem == "call":
return
@@ -288,20 +291,16 @@ def extract_insn_bytes_features(fh: FunctionHandle, bb, ih: InsnHandle) -> Itera
else:
continue
for vv in derefs(f.vw, v):
for v in derefs(f.vw, v):
try:
buf = read_bytes(f.vw, vv)
buf = read_bytes(f.vw, v)
except envi.exc.SegmentationViolation:
continue
if capa.features.extractors.helpers.all_zeros(buf):
continue
if f.vw.isProbablyString(vv) or f.vw.isProbablyUnicode(vv):
# don't extract byte features for obvious strings
continue
yield Bytes(buf), ih.address
yield Bytes(buf), insn.va
def read_string(vw, offset: int) -> str:
@@ -311,12 +310,7 @@ def read_string(vw, offset: int) -> str:
pass
else:
if alen > 0:
buf = read_memory(vw, offset, alen)
if b"\x00" in buf:
# account for bug #1271.
# remove when vivisect is fixed.
buf = buf.partition(b"\x00")[0]
return buf.decode("utf-8")
return read_memory(vw, offset, alen).decode("utf-8")
try:
ulen = vw.detectUnicode(offset)
@@ -335,13 +329,80 @@ def read_string(vw, offset: int) -> str:
# vivisect seems to mis-detect the end unicode strings
# off by two, too short
ulen += 2
# partition to account for bug #1271.
# remove when vivisect is fixed.
return read_memory(vw, offset, ulen).decode("utf-16").partition("\x00")[0]
return read_memory(vw, offset, ulen).decode("utf-16")
raise ValueError("not a string", offset)
def extract_insn_string_features(f, bb, insn):
"""parse string features from the given instruction."""
# example:
#
# push offset aAcr ; "ACR > "
for oper in insn.opers:
if isinstance(oper, envi.archs.i386.disasm.i386ImmOper):
v = oper.getOperValue(oper)
elif isinstance(oper, envi.archs.i386.disasm.i386ImmMemOper):
# like 0x10056CB4 in `lea eax, dword [0x10056CB4]`
v = oper.imm
elif isinstance(oper, envi.archs.i386.disasm.i386SibOper):
# like 0x401000 in `mov eax, 0x401000[2 * ebx]`
v = oper.imm
elif isinstance(oper, envi.archs.amd64.disasm.Amd64RipRelOper):
v = oper.getOperAddr(insn)
else:
continue
for v in derefs(f.vw, v):
try:
s = read_string(f.vw, v)
except ValueError:
continue
else:
yield String(s.rstrip("\x00")), insn.va
def extract_insn_offset_features(f, bb, insn):
"""parse structure offset features from the given instruction."""
# example:
#
# .text:0040112F cmp [esi+4], ebx
for oper in insn.opers:
# this is for both x32 and x64
# like [esi + 4]
# reg ^
# disp
if isinstance(oper, envi.archs.i386.disasm.i386RegMemOper):
if oper.reg == envi.archs.i386.regs.REG_ESP:
continue
if oper.reg == envi.archs.i386.regs.REG_EBP:
continue
# TODO: do x64 support for real.
if oper.reg == envi.archs.amd64.regs.REG_RBP:
continue
# viv already decodes offsets as signed
v = oper.disp
yield Offset(v), insn.va
yield Offset(v, bitness=get_bitness(f.vw)), insn.va
# like: [esi + ecx + 16384]
# reg ^ ^
# index ^
# disp
elif isinstance(oper, envi.archs.i386.disasm.i386SibOper):
# viv already decodes offsets as signed
v = oper.disp
yield Offset(v), insn.va
yield Offset(v, bitness=get_bitness(f.vw)), insn.va
def is_security_cookie(f, bb, insn) -> bool:
"""
check if an instruction is related to security cookie checks
@@ -351,6 +412,7 @@ def is_security_cookie(f, bb, insn) -> bool:
if oper.isReg() and oper.reg not in [
envi.archs.i386.regs.REG_ESP,
envi.archs.i386.regs.REG_EBP,
# TODO: do x64 support for real.
envi.archs.amd64.regs.REG_RBP,
envi.archs.amd64.regs.REG_RSP,
]:
@@ -369,17 +431,11 @@ def is_security_cookie(f, bb, insn) -> bool:
return False
def extract_insn_nzxor_characteristic_features(
fh: FunctionHandle, bbhandle: BBHandle, ih: InsnHandle
) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_nzxor_characteristic_features(f, bb, insn):
"""
parse non-zeroing XOR instruction from the given instruction.
ignore expected non-zeroing XORs, e.g. security cookies.
"""
insn: envi.Opcode = ih.inner
bb: viv_utils.BasicBlock = bbhandle.inner
f: viv_utils.Function = fh.inner
if insn.mnem not in ("xor", "xorpd", "xorps", "pxor"):
return
@@ -389,37 +445,37 @@ def extract_insn_nzxor_characteristic_features(
if is_security_cookie(f, bb, insn):
return
yield Characteristic("nzxor"), ih.address
yield Characteristic("nzxor"), insn.va
def extract_insn_mnemonic_features(f, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_mnemonic_features(f, bb, insn):
"""parse mnemonic features from the given instruction."""
yield Mnemonic(ih.inner.mnem), ih.address
yield Mnemonic(insn.mnem), insn.va
def extract_insn_obfs_call_plus_5_characteristic_features(f, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_obfs_call_plus_5_characteristic_features(f, bb, insn):
"""
parse call $+5 instruction from the given instruction.
"""
insn: envi.Opcode = ih.inner
if insn.mnem != "call":
return
if isinstance(insn.opers[0], envi.archs.i386.disasm.i386PcRelOper):
if insn.va + 5 == insn.opers[0].getOperValue(insn):
yield Characteristic("call $+5"), ih.address
yield Characteristic("call $+5"), insn.va
if isinstance(insn.opers[0], (envi.archs.i386.disasm.i386ImmMemOper, envi.archs.amd64.disasm.Amd64RipRelOper)):
if isinstance(insn.opers[0], envi.archs.i386.disasm.i386ImmMemOper) or isinstance(
insn.opers[0], envi.archs.amd64.disasm.Amd64RipRelOper
):
if insn.va + 5 == insn.opers[0].getOperAddr(insn):
yield Characteristic("call $+5"), ih.address
yield Characteristic("call $+5"), insn.va
def extract_insn_peb_access_characteristic_features(f, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_peb_access_characteristic_features(f, bb, insn):
"""
parse peb access from the given function. fs:[0x30] on x86, gs:[0x60] on x64
"""
insn: envi.Opcode = ih.inner
# TODO handle where fs/gs are loaded into a register or onto the stack and used later
if insn.mnem not in ["push", "mov"]:
return
@@ -438,7 +494,7 @@ def extract_insn_peb_access_characteristic_features(f, bb, ih: InsnHandle) -> It
if (isinstance(oper, envi.archs.i386.disasm.i386RegMemOper) and oper.disp == 0x30) or (
isinstance(oper, envi.archs.i386.disasm.i386ImmMemOper) and oper.imm == 0x30
):
yield Characteristic("peb access"), ih.address
yield Characteristic("peb access"), insn.va
elif "gs" in prefix:
for oper in insn.opers:
if (
@@ -446,22 +502,20 @@ def extract_insn_peb_access_characteristic_features(f, bb, ih: InsnHandle) -> It
or (isinstance(oper, envi.archs.amd64.disasm.i386SibOper) and oper.imm == 0x60)
or (isinstance(oper, envi.archs.amd64.disasm.i386ImmMemOper) and oper.imm == 0x60)
):
yield Characteristic("peb access"), ih.address
yield Characteristic("peb access"), insn.va
else:
pass
def extract_insn_segment_access_features(f, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_segment_access_features(f, bb, insn):
"""parse the instruction for access to fs or gs"""
insn: envi.Opcode = ih.inner
prefix = insn.getPrefixName()
if prefix == "fs":
yield Characteristic("fs access"), ih.address
yield Characteristic("fs access"), insn.va
if prefix == "gs":
yield Characteristic("gs access"), ih.address
yield Characteristic("gs access"), insn.va
def get_section(vw, va: int):
@@ -472,13 +526,10 @@ def get_section(vw, va: int):
raise KeyError(va)
def extract_insn_cross_section_cflow(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_insn_cross_section_cflow(f, bb, insn):
"""
inspect the instruction for a CALL or JMP that crosses section boundaries.
"""
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
for va, flags in insn.getBranches():
if va is None:
# va may be none for dynamic branches that haven't been resolved, such as `jmp eax`.
@@ -505,7 +556,7 @@ def extract_insn_cross_section_cflow(fh: FunctionHandle, bb, ih: InsnHandle) ->
continue
if get_section(f.vw, insn.va) != get_section(f.vw, va):
yield Characteristic("cross section flow"), ih.address
yield Characteristic("cross section flow"), insn.va
except KeyError:
continue
@@ -513,10 +564,7 @@ def extract_insn_cross_section_cflow(fh: FunctionHandle, bb, ih: InsnHandle) ->
# this is a feature that's most relevant at the function scope,
# however, its most efficient to extract at the instruction scope.
def extract_function_calls_from(fh: FunctionHandle, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
def extract_function_calls_from(f, bb, insn):
if insn.mnem != "call":
return
@@ -526,8 +574,7 @@ def extract_function_calls_from(fh: FunctionHandle, bb, ih: InsnHandle) -> Itera
if isinstance(insn.opers[0], envi.archs.i386.disasm.i386ImmMemOper):
oper = insn.opers[0]
target = oper.getOperAddr(insn)
if target >= 0:
yield Characteristic("calls from"), AbsoluteVirtualAddress(target)
yield Characteristic("calls from"), target
# call via thunk on x86,
# see 9324d1a8ae37a36ae560c37448c9705a at 0x407985
@@ -536,192 +583,43 @@ def extract_function_calls_from(fh: FunctionHandle, bb, ih: InsnHandle) -> Itera
# see Lab21-01.exe_:0x140001178
elif isinstance(insn.opers[0], envi.archs.i386.disasm.i386PcRelOper):
target = insn.opers[0].getOperValue(insn)
if target >= 0:
yield Characteristic("calls from"), AbsoluteVirtualAddress(target)
yield Characteristic("calls from"), target
# call via IAT, x64
elif isinstance(insn.opers[0], envi.archs.amd64.disasm.Amd64RipRelOper):
op = insn.opers[0]
target = op.getOperAddr(insn)
if target >= 0:
yield Characteristic("calls from"), AbsoluteVirtualAddress(target)
yield Characteristic("calls from"), target
if target and target == f.va:
# if we found a jump target and it's the function address
# mark as recursive
yield Characteristic("recursive call"), AbsoluteVirtualAddress(target)
yield Characteristic("recursive call"), target
# this is a feature that's most relevant at the function or basic block scope,
# however, its most efficient to extract at the instruction scope.
def extract_function_indirect_call_characteristic_features(f, bb, ih: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
def extract_function_indirect_call_characteristic_features(f, bb, insn):
"""
extract indirect function call characteristic (e.g., call eax or call dword ptr [edx+4])
does not include calls like => call ds:dword_ABD4974
"""
insn: envi.Opcode = ih.inner
if insn.mnem != "call":
return
# Checks below work for x86 and x64
if isinstance(insn.opers[0], envi.archs.i386.disasm.i386RegOper):
# call edx
yield Characteristic("indirect call"), ih.address
yield Characteristic("indirect call"), insn.va
elif isinstance(insn.opers[0], envi.archs.i386.disasm.i386RegMemOper):
# call dword ptr [eax+50h]
yield Characteristic("indirect call"), ih.address
yield Characteristic("indirect call"), insn.va
elif isinstance(insn.opers[0], envi.archs.i386.disasm.i386SibOper):
# call qword ptr [rsp+78h]
yield Characteristic("indirect call"), ih.address
yield Characteristic("indirect call"), insn.va
def extract_op_number_features(
fh: FunctionHandle, bb, ih: InsnHandle, i, oper: envi.Operand
) -> Iterator[Tuple[Feature, Address]]:
"""parse number features from the given operand.
example:
push 3136B0h ; dwControlCode
"""
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
# this is for both x32 and x64
if not isinstance(oper, (envi.archs.i386.disasm.i386ImmOper, envi.archs.i386.disasm.i386ImmMemOper)):
return
if isinstance(oper, envi.archs.i386.disasm.i386ImmOper):
v = oper.getOperValue(oper)
else:
v = oper.getOperAddr(oper)
if f.vw.probeMemory(v, 1, envi.memory.MM_READ):
# this is a valid address
# assume its not also a constant.
return
if insn.mnem == "add" and insn.opers[0].isReg() and insn.opers[0].reg == envi.archs.i386.regs.REG_ESP:
# skip things like:
#
# .text:00401140 call sub_407E2B
# .text:00401145 add esp, 0Ch
return
yield Number(v), ih.address
yield OperandNumber(i, v), ih.address
if insn.mnem == "add" and 0 < v < MAX_STRUCTURE_SIZE and isinstance(oper, envi.archs.i386.disasm.i386ImmOper):
# for pattern like:
#
# add eax, 0x10
#
# assume 0x10 is also an offset (imagine eax is a pointer).
yield Offset(v), ih.address
yield OperandOffset(i, v), ih.address
def extract_op_offset_features(
fh: FunctionHandle, bb, ih: InsnHandle, i, oper: envi.Operand
) -> Iterator[Tuple[Feature, Address]]:
"""parse structure offset features from the given operand."""
# example:
#
# .text:0040112F cmp [esi+4], ebx
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
# this is for both x32 and x64
# like [esi + 4]
# reg ^
# disp
if isinstance(oper, envi.archs.i386.disasm.i386RegMemOper):
if oper.reg == envi.archs.i386.regs.REG_ESP:
return
if oper.reg == envi.archs.i386.regs.REG_EBP:
return
if oper.reg == envi.archs.amd64.regs.REG_RBP:
return
# viv already decodes offsets as signed
v = oper.disp
yield Offset(v), ih.address
yield OperandOffset(i, v), ih.address
if insn.mnem == "lea" and i == 1 and not f.vw.probeMemory(v, 1, envi.memory.MM_READ):
# for pattern like:
#
# lea eax, [ebx + 1]
#
# assume 1 is also an offset (imagine ebx is a zero register).
yield Number(v), ih.address
yield OperandNumber(i, v), ih.address
# like: [esi + ecx + 16384]
# reg ^ ^
# index ^
# disp
elif isinstance(oper, envi.archs.i386.disasm.i386SibOper):
# viv already decodes offsets as signed
v = oper.disp
yield Offset(v), ih.address
yield OperandOffset(i, v), ih.address
def extract_op_string_features(
fh: FunctionHandle, bb, ih: InsnHandle, i, oper: envi.Operand
) -> Iterator[Tuple[Feature, Address]]:
"""parse string features from the given operand."""
# example:
#
# push offset aAcr ; "ACR > "
insn: envi.Opcode = ih.inner
f: viv_utils.Function = fh.inner
if isinstance(oper, envi.archs.i386.disasm.i386ImmOper):
v = oper.getOperValue(oper)
elif isinstance(oper, envi.archs.i386.disasm.i386ImmMemOper):
# like 0x10056CB4 in `lea eax, dword [0x10056CB4]`
v = oper.imm
elif isinstance(oper, envi.archs.i386.disasm.i386SibOper):
# like 0x401000 in `mov eax, 0x401000[2 * ebx]`
v = oper.imm
elif isinstance(oper, envi.archs.amd64.disasm.Amd64RipRelOper):
v = oper.getOperAddr(insn)
else:
return
for vv in derefs(f.vw, v):
try:
s = read_string(f.vw, vv).rstrip("\x00")
except ValueError:
continue
else:
if len(s) >= 4:
yield String(s), ih.address
def extract_operand_features(f: FunctionHandle, bb, insn: InsnHandle) -> Iterator[Tuple[Feature, Address]]:
for i, oper in enumerate(insn.inner.opers):
for op_handler in OPERAND_HANDLERS:
for feature, addr in op_handler(f, bb, insn, i, oper):
yield feature, addr
OPERAND_HANDLERS: List[
Callable[[FunctionHandle, BBHandle, InsnHandle, int, envi.Operand], Iterator[Tuple[Feature, Address]]]
] = [
extract_op_number_features,
extract_op_offset_features,
extract_op_string_features,
]
def extract_features(f, bb, insn) -> Iterator[Tuple[Feature, Address]]:
def extract_features(f, bb, insn):
"""
extract features from the given insn.
@@ -731,16 +629,19 @@ def extract_features(f, bb, insn) -> Iterator[Tuple[Feature, Address]]:
insn (vivisect...Instruction): the instruction to process.
yields:
Tuple[Feature, Address]: the features and their location found in this insn.
Tuple[Feature, int]: the features and their location found in this insn.
"""
for insn_handler in INSTRUCTION_HANDLERS:
for feature, addr in insn_handler(f, bb, insn):
yield feature, addr
for feature, va in insn_handler(f, bb, insn):
yield feature, va
INSTRUCTION_HANDLERS: List[Callable[[FunctionHandle, BBHandle, InsnHandle], Iterator[Tuple[Feature, Address]]]] = [
INSTRUCTION_HANDLERS = (
extract_insn_api_features,
extract_insn_number_features,
extract_insn_string_features,
extract_insn_bytes_features,
extract_insn_offset_features,
extract_insn_nzxor_characteristic_features,
extract_insn_mnemonic_features,
extract_insn_obfs_call_plus_5_characteristic_features,
@@ -749,5 +650,4 @@ INSTRUCTION_HANDLERS: List[Callable[[FunctionHandle, BBHandle, InsnHandle], Iter
extract_insn_segment_access_features,
extract_function_calls_from,
extract_function_indirect_call_characteristic_features,
extract_operand_features,
]
)

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -12,19 +12,19 @@ from capa.features.common import Feature
class Export(Feature):
def __init__(self, value: str, description=None):
# value is export name
super().__init__(value, description=description)
super(Export, self).__init__(value, description=description)
class Import(Feature):
def __init__(self, value: str, description=None):
# value is import name
super().__init__(value, description=description)
super(Import, self).__init__(value, description=description)
class Section(Feature):
def __init__(self, value: str, description=None):
# value is section name
super().__init__(value, description=description)
super(Section, self).__init__(value, description=description)
class FunctionName(Feature):
@@ -32,7 +32,7 @@ class FunctionName(Feature):
def __init__(self, name: str, description=None):
# value is function name
super().__init__(name, description=description)
super(FunctionName, self).__init__(name, description=description)
# override the name property set by `capa.features.Feature`
# that would be `functionname` (note missing dash)
self.name = "function-name"

279
capa/features/freeze.py Normal file
View File

@@ -0,0 +1,279 @@
"""
capa freeze file format: `| capa0000 | + zlib(utf-8(json(...)))`
json format:
{
'version': 1,
'base address': int(base address),
'functions': {
int(function va): {
int(basic block va): [int(instruction va), ...]
...
},
...
},
'scopes': {
'global': [
(str(name), [any(arg), ...], int(va), ()),
...
},
'file': [
(str(name), [any(arg), ...], int(va), ()),
...
},
'function': [
(str(name), [any(arg), ...], int(va), (int(function va), )),
...
],
'basic block': [
(str(name), [any(arg), ...], int(va), (int(function va),
int(basic block va))),
...
],
'instruction': [
(str(name), [any(arg), ...], int(va), (int(function va),
int(basic block va),
int(instruction va))),
...
],
}
}
Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at: [package root]/LICENSE.txt
Unless required by applicable law or agreed to in writing, software distributed under the License
is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and limitations under the License.
"""
import json
import zlib
import logging
import capa.features.file
import capa.features.insn
import capa.features.common
import capa.features.basicblock
import capa.features.extractors.base_extractor
from capa.helpers import hex
logger = logging.getLogger(__name__)
def serialize_feature(feature):
return feature.freeze_serialize()
KNOWN_FEATURES = {F.__name__: F for F in capa.features.common.Feature.__subclasses__()}
def deserialize_feature(doc):
F = KNOWN_FEATURES[doc[0]]
return F.freeze_deserialize(doc[1])
def dumps(extractor):
"""
serialize the given extractor to a string
args:
extractor: capa.features.extractors.base_extractor.FeatureExtractor:
returns:
str: the serialized features.
"""
ret = {
"version": 1,
"base address": extractor.get_base_address(),
"functions": {},
"scopes": {
"global": [],
"file": [],
"function": [],
"basic block": [],
"instruction": [],
},
}
for feature, va in extractor.extract_global_features():
ret["scopes"]["global"].append(serialize_feature(feature) + (hex(va), ()))
for feature, va in extractor.extract_file_features():
ret["scopes"]["file"].append(serialize_feature(feature) + (hex(va), ()))
for f in extractor.get_functions():
ret["functions"][hex(f)] = {}
for feature, va in extractor.extract_function_features(f):
ret["scopes"]["function"].append(serialize_feature(feature) + (hex(va), (hex(f),)))
for bb in extractor.get_basic_blocks(f):
ret["functions"][hex(f)][hex(bb)] = []
for feature, va in extractor.extract_basic_block_features(f, bb):
ret["scopes"]["basic block"].append(
serialize_feature(feature)
+ (
hex(va),
(
hex(f),
hex(bb),
),
)
)
for insnva, insn in sorted(
[(int(insn), insn) for insn in extractor.get_instructions(f, bb)], key=lambda p: p[0]
):
ret["functions"][hex(f)][hex(bb)].append(hex(insnva))
for feature, va in extractor.extract_insn_features(f, bb, insn):
ret["scopes"]["instruction"].append(
serialize_feature(feature)
+ (
hex(va),
(
hex(f),
hex(bb),
hex(insnva),
),
)
)
return json.dumps(ret)
def loads(s):
"""deserialize a set of features (as a NullFeatureExtractor) from a string."""
doc = json.loads(s)
if doc.get("version") != 1:
raise ValueError("unsupported freeze format version: %d" % (doc.get("version")))
features = {
"base address": doc.get("base address"),
"global features": [],
"file features": [],
"functions": {},
}
for fva, function in doc.get("functions", {}).items():
fva = int(fva, 0x10)
features["functions"][fva] = {
"features": [],
"basic blocks": {},
}
for bbva, bb in function.items():
bbva = int(bbva, 0x10)
features["functions"][fva]["basic blocks"][bbva] = {
"features": [],
"instructions": {},
}
for insnva in bb:
insnva = int(insnva, 0x10)
features["functions"][fva]["basic blocks"][bbva]["instructions"][insnva] = {
"features": [],
}
# in the following blocks, each entry looks like:
#
# ('MatchedRule', ('foo', ), '0x401000', ('0x401000', ))
# ^^^^^^^^^^^^^ ^^^^^^^^^ ^^^^^^^^^^ ^^^^^^^^^^^^^^
# feature name args addr func/bb/insn
for feature in doc.get("scopes", {}).get("global", []):
va, loc = feature[2:]
va = int(va, 0x10)
feature = deserialize_feature(feature[:2])
features["global features"].append((va, feature))
for feature in doc.get("scopes", {}).get("file", []):
va, loc = feature[2:]
va = int(va, 0x10)
feature = deserialize_feature(feature[:2])
features["file features"].append((va, feature))
for feature in doc.get("scopes", {}).get("function", []):
# fetch the pair like:
#
# ('0x401000', ('0x401000', ))
# ^^^^^^^^^^ ^^^^^^^^^^^^^^
# addr func/bb/insn
va, loc = feature[2:]
va = int(va, 0x10)
loc = [int(lo, 0x10) for lo in loc]
# decode the feature from the pair like:
#
# ('MatchedRule', ('foo', ))
# ^^^^^^^^^^^^^ ^^^^^^^^^
# feature name args
feature = deserialize_feature(feature[:2])
features["functions"][loc[0]]["features"].append((va, feature))
for feature in doc.get("scopes", {}).get("basic block", []):
va, loc = feature[2:]
va = int(va, 0x10)
loc = [int(lo, 0x10) for lo in loc]
feature = deserialize_feature(feature[:2])
features["functions"][loc[0]]["basic blocks"][loc[1]]["features"].append((va, feature))
for feature in doc.get("scopes", {}).get("instruction", []):
va, loc = feature[2:]
va = int(va, 0x10)
loc = [int(lo, 0x10) for lo in loc]
feature = deserialize_feature(feature[:2])
features["functions"][loc[0]]["basic blocks"][loc[1]]["instructions"][loc[2]]["features"].append((va, feature))
return capa.features.extractors.base_extractor.NullFeatureExtractor(features)
MAGIC = "capa0000".encode("ascii")
def dump(extractor):
"""serialize the given extractor to a byte array."""
return MAGIC + zlib.compress(dumps(extractor).encode("utf-8"))
def is_freeze(buf: bytes) -> bool:
return buf[: len(MAGIC)] == MAGIC
def load(buf):
"""deserialize a set of features (as a NullFeatureExtractor) from a byte array."""
if not is_freeze(buf):
raise ValueError("missing magic header")
return loads(zlib.decompress(buf[len(MAGIC) :]).decode("utf-8"))
def main(argv=None):
import sys
import argparse
import capa.main
if argv is None:
argv = sys.argv[1:]
parser = argparse.ArgumentParser(description="save capa features to a file")
capa.main.install_common_args(parser, {"sample", "format", "backend", "signatures"})
parser.add_argument("output", type=str, help="Path to output file")
args = parser.parse_args(args=argv)
capa.main.handle_common_args(args)
sigpaths = capa.main.get_signatures(args.signatures)
extractor = capa.main.get_extractor(args.sample, args.format, args.backend, sigpaths, False)
with open(args.output, "wb") as f:
f.write(dump(extractor))
return 0
if __name__ == "__main__":
import sys
sys.exit(main())

View File

@@ -1,410 +0,0 @@
"""
capa freeze file format: `| capa0000 | + zlib(utf-8(json(...)))`
Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at: [package root]/LICENSE.txt
Unless required by applicable law or agreed to in writing, software distributed under the License
is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and limitations under the License.
"""
import zlib
import logging
from enum import Enum
from typing import List, Tuple, Union
from pydantic import Field, BaseModel
import capa.helpers
import capa.version
import capa.features.file
import capa.features.insn
import capa.features.common
import capa.features.address
import capa.features.basicblock
import capa.features.extractors.base_extractor
from capa.helpers import assert_never
from capa.features.freeze.features import Feature, feature_from_capa
logger = logging.getLogger(__name__)
class HashableModel(BaseModel):
class Config:
frozen = True
class AddressType(str, Enum):
ABSOLUTE = "absolute"
RELATIVE = "relative"
FILE = "file"
DN_TOKEN = "dn token"
DN_TOKEN_OFFSET = "dn token offset"
NO_ADDRESS = "no address"
class Address(HashableModel):
type: AddressType
value: Union[int, Tuple[int, int], None]
@classmethod
def from_capa(cls, a: capa.features.address.Address) -> "Address":
if isinstance(a, capa.features.address.AbsoluteVirtualAddress):
return cls(type=AddressType.ABSOLUTE, value=int(a))
elif isinstance(a, capa.features.address.RelativeVirtualAddress):
return cls(type=AddressType.RELATIVE, value=int(a))
elif isinstance(a, capa.features.address.FileOffsetAddress):
return cls(type=AddressType.FILE, value=int(a))
elif isinstance(a, capa.features.address.DNTokenAddress):
return cls(type=AddressType.DN_TOKEN, value=int(a))
elif isinstance(a, capa.features.address.DNTokenOffsetAddress):
return cls(type=AddressType.DN_TOKEN_OFFSET, value=(a.token, a.offset))
elif a == capa.features.address.NO_ADDRESS or isinstance(a, capa.features.address._NoAddress):
return cls(type=AddressType.NO_ADDRESS, value=None)
elif isinstance(a, capa.features.address.Address) and not issubclass(type(a), capa.features.address.Address):
raise ValueError("don't use an Address instance directly")
elif isinstance(a, capa.features.address.Address):
raise ValueError("don't use an Address instance directly")
else:
assert_never(a)
def to_capa(self) -> capa.features.address.Address:
if self.type is AddressType.ABSOLUTE:
assert isinstance(self.value, int)
return capa.features.address.AbsoluteVirtualAddress(self.value)
elif self.type is AddressType.RELATIVE:
assert isinstance(self.value, int)
return capa.features.address.RelativeVirtualAddress(self.value)
elif self.type is AddressType.FILE:
assert isinstance(self.value, int)
return capa.features.address.FileOffsetAddress(self.value)
elif self.type is AddressType.DN_TOKEN:
assert isinstance(self.value, int)
return capa.features.address.DNTokenAddress(self.value)
elif self.type is AddressType.DN_TOKEN_OFFSET:
assert isinstance(self.value, tuple)
token, offset = self.value
assert isinstance(token, int)
assert isinstance(offset, int)
return capa.features.address.DNTokenOffsetAddress(token, offset)
elif self.type is AddressType.NO_ADDRESS:
return capa.features.address.NO_ADDRESS
else:
assert_never(self.type)
def __lt__(self, other: "Address") -> bool:
if self.type != other.type:
return self.type < other.type
if self.type is AddressType.NO_ADDRESS:
return True
else:
assert self.type == other.type
# mypy doesn't realize we've proven that either
# both are ints, or both are tuples of ints.
# and both of these are comparable.
return self.value < other.value # type: ignore
class GlobalFeature(HashableModel):
feature: Feature
class FileFeature(HashableModel):
address: Address
feature: Feature
class FunctionFeature(HashableModel):
"""
args:
function: the address of the function to which this feature belongs.
address: the address at which this feature is found.
function != address because, e.g., the feature may be found *within* the scope (function).
versus right at its starting address.
"""
function: Address
address: Address
feature: Feature
class BasicBlockFeature(HashableModel):
"""
args:
basic_block: the address of the basic block to which this feature belongs.
address: the address at which this feature is found.
basic_block != address because, e.g., the feature may be found *within* the scope (basic block).
versus right at its starting address.
"""
basic_block: Address = Field(alias="basic block")
address: Address
feature: Feature
class Config:
allow_population_by_field_name = True
class InstructionFeature(HashableModel):
"""
args:
instruction: the address of the instruction to which this feature belongs.
address: the address at which this feature is found.
instruction != address because, e.g., the feature may be found *within* the scope (basic block),
versus right at its starting address.
"""
instruction: Address
address: Address
feature: Feature
class InstructionFeatures(BaseModel):
address: Address
features: Tuple[InstructionFeature, ...]
class BasicBlockFeatures(BaseModel):
address: Address
features: Tuple[BasicBlockFeature, ...]
instructions: Tuple[InstructionFeatures, ...]
class FunctionFeatures(BaseModel):
address: Address
features: Tuple[FunctionFeature, ...]
basic_blocks: Tuple[BasicBlockFeatures, ...] = Field(alias="basic blocks")
class Config:
allow_population_by_field_name = True
class Features(BaseModel):
global_: Tuple[GlobalFeature, ...] = Field(alias="global")
file: Tuple[FileFeature, ...]
functions: Tuple[FunctionFeatures, ...]
class Config:
allow_population_by_field_name = True
class Extractor(BaseModel):
name: str
version: str = capa.version.__version__
class Config:
allow_population_by_field_name = True
class Freeze(BaseModel):
version: int = 2
base_address: Address = Field(alias="base address")
extractor: Extractor
features: Features
class Config:
allow_population_by_field_name = True
def dumps(extractor: capa.features.extractors.base_extractor.FeatureExtractor) -> str:
"""
serialize the given extractor to a string
"""
global_features: List[GlobalFeature] = []
for feature, _ in extractor.extract_global_features():
global_features.append(
GlobalFeature(
feature=feature_from_capa(feature),
)
)
file_features: List[FileFeature] = []
for feature, address in extractor.extract_file_features():
file_features.append(
FileFeature(
feature=feature_from_capa(feature),
address=Address.from_capa(address),
)
)
function_features: List[FunctionFeatures] = []
for f in extractor.get_functions():
faddr = Address.from_capa(f.address)
ffeatures = [
FunctionFeature(
function=faddr,
address=Address.from_capa(addr),
feature=feature_from_capa(feature),
)
for feature, addr in extractor.extract_function_features(f)
]
basic_blocks = []
for bb in extractor.get_basic_blocks(f):
bbaddr = Address.from_capa(bb.address)
bbfeatures = [
BasicBlockFeature(
basic_block=bbaddr,
address=Address.from_capa(addr),
feature=feature_from_capa(feature),
) # type: ignore
# Mypy is unable to recognise `basic_block` as a argument due to alias
for feature, addr in extractor.extract_basic_block_features(f, bb)
]
instructions = []
for insn in extractor.get_instructions(f, bb):
iaddr = Address.from_capa(insn.address)
ifeatures = [
InstructionFeature(
instruction=iaddr,
address=Address.from_capa(addr),
feature=feature_from_capa(feature),
)
for feature, addr in extractor.extract_insn_features(f, bb, insn)
]
instructions.append(
InstructionFeatures(
address=iaddr,
features=tuple(ifeatures),
)
)
basic_blocks.append(
BasicBlockFeatures(
address=bbaddr,
features=tuple(bbfeatures),
instructions=tuple(instructions),
)
)
function_features.append(
FunctionFeatures(
address=faddr,
features=tuple(ffeatures),
basic_blocks=basic_blocks,
) # type: ignore
# Mypy is unable to recognise `basic_blocks` as a argument due to alias
)
features = Features(
global_=global_features,
file=tuple(file_features),
functions=tuple(function_features),
) # type: ignore
# Mypy is unable to recognise `global_` as a argument due to alias
freeze = Freeze(
version=2,
base_address=Address.from_capa(extractor.get_base_address()),
extractor=Extractor(name=extractor.__class__.__name__),
features=features,
) # type: ignore
# Mypy is unable to recognise `base_address` as a argument due to alias
return freeze.json()
def loads(s: str) -> capa.features.extractors.base_extractor.FeatureExtractor:
"""deserialize a set of features (as a NullFeatureExtractor) from a string."""
import capa.features.extractors.null as null
freeze = Freeze.parse_raw(s)
if freeze.version != 2:
raise ValueError(f"unsupported freeze format version: {freeze.version}")
return null.NullFeatureExtractor(
base_address=freeze.base_address.to_capa(),
global_features=[f.feature.to_capa() for f in freeze.features.global_],
file_features=[(f.address.to_capa(), f.feature.to_capa()) for f in freeze.features.file],
functions={
f.address.to_capa(): null.FunctionFeatures(
features=[(fe.address.to_capa(), fe.feature.to_capa()) for fe in f.features],
basic_blocks={
bb.address.to_capa(): null.BasicBlockFeatures(
features=[(fe.address.to_capa(), fe.feature.to_capa()) for fe in bb.features],
instructions={
i.address.to_capa(): null.InstructionFeatures(
features=[(fe.address.to_capa(), fe.feature.to_capa()) for fe in i.features]
)
for i in bb.instructions
},
)
for bb in f.basic_blocks
},
)
for f in freeze.features.functions
},
)
MAGIC = "capa0000".encode("ascii")
def dump(extractor: capa.features.extractors.base_extractor.FeatureExtractor) -> bytes:
"""serialize the given extractor to a byte array."""
return MAGIC + zlib.compress(dumps(extractor).encode("utf-8"))
def is_freeze(buf: bytes) -> bool:
return buf[: len(MAGIC)] == MAGIC
def load(buf: bytes) -> capa.features.extractors.base_extractor.FeatureExtractor:
"""deserialize a set of features (as a NullFeatureExtractor) from a byte array."""
if not is_freeze(buf):
raise ValueError("missing magic header")
return loads(zlib.decompress(buf[len(MAGIC) :]).decode("utf-8"))
def main(argv=None):
import sys
import argparse
from pathlib import Path
import capa.main
if argv is None:
argv = sys.argv[1:]
parser = argparse.ArgumentParser(description="save capa features to a file")
capa.main.install_common_args(parser, {"sample", "format", "backend", "os", "signatures"})
parser.add_argument("output", type=str, help="Path to output file")
args = parser.parse_args(args=argv)
capa.main.handle_common_args(args)
sigpaths = capa.main.get_signatures(args.signatures)
extractor = capa.main.get_extractor(args.sample, args.format, args.os, args.backend, sigpaths, False)
Path(args.output).write_bytes(dump(extractor))
return 0
if __name__ == "__main__":
import sys
sys.exit(main())

View File

@@ -1,378 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import binascii
from typing import Union, Optional
from pydantic import Field, BaseModel
import capa.features.file
import capa.features.insn
import capa.features.common
import capa.features.basicblock
class FeatureModel(BaseModel):
class Config:
frozen = True
allow_population_by_field_name = True
def to_capa(self) -> capa.features.common.Feature:
if isinstance(self, OSFeature):
return capa.features.common.OS(self.os, description=self.description)
elif isinstance(self, ArchFeature):
return capa.features.common.Arch(self.arch, description=self.description)
elif isinstance(self, FormatFeature):
return capa.features.common.Format(self.format, description=self.description)
elif isinstance(self, MatchFeature):
return capa.features.common.MatchedRule(self.match, description=self.description)
elif isinstance(
self,
CharacteristicFeature,
):
return capa.features.common.Characteristic(self.characteristic, description=self.description)
elif isinstance(self, ExportFeature):
return capa.features.file.Export(self.export, description=self.description)
elif isinstance(self, ImportFeature):
return capa.features.file.Import(self.import_, description=self.description)
elif isinstance(self, SectionFeature):
return capa.features.file.Section(self.section, description=self.description)
elif isinstance(self, FunctionNameFeature):
return capa.features.file.FunctionName(self.function_name, description=self.description)
elif isinstance(self, SubstringFeature):
return capa.features.common.Substring(self.substring, description=self.description)
elif isinstance(self, RegexFeature):
return capa.features.common.Regex(self.regex, description=self.description)
elif isinstance(self, StringFeature):
return capa.features.common.String(self.string, description=self.description)
elif isinstance(self, ClassFeature):
return capa.features.common.Class(self.class_, description=self.description)
elif isinstance(self, NamespaceFeature):
return capa.features.common.Namespace(self.namespace, description=self.description)
elif isinstance(self, BasicBlockFeature):
return capa.features.basicblock.BasicBlock(description=self.description)
elif isinstance(self, APIFeature):
return capa.features.insn.API(self.api, description=self.description)
elif isinstance(self, PropertyFeature):
return capa.features.insn.Property(self.property, access=self.access, description=self.description)
elif isinstance(self, NumberFeature):
return capa.features.insn.Number(self.number, description=self.description)
elif isinstance(self, BytesFeature):
return capa.features.common.Bytes(binascii.unhexlify(self.bytes), description=self.description)
elif isinstance(self, OffsetFeature):
return capa.features.insn.Offset(self.offset, description=self.description)
elif isinstance(self, MnemonicFeature):
return capa.features.insn.Mnemonic(self.mnemonic, description=self.description)
elif isinstance(self, OperandNumberFeature):
return capa.features.insn.OperandNumber(
self.index,
self.operand_number,
description=self.description,
)
elif isinstance(self, OperandOffsetFeature):
return capa.features.insn.OperandOffset(
self.index,
self.operand_offset,
description=self.description,
)
else:
raise NotImplementedError(f"Feature.to_capa({type(self)}) not implemented")
def feature_from_capa(f: capa.features.common.Feature) -> "Feature":
if isinstance(f, capa.features.common.OS):
assert isinstance(f.value, str)
return OSFeature(os=f.value, description=f.description)
elif isinstance(f, capa.features.common.Arch):
assert isinstance(f.value, str)
return ArchFeature(arch=f.value, description=f.description)
elif isinstance(f, capa.features.common.Format):
assert isinstance(f.value, str)
return FormatFeature(format=f.value, description=f.description)
elif isinstance(f, capa.features.common.MatchedRule):
assert isinstance(f.value, str)
return MatchFeature(match=f.value, description=f.description)
elif isinstance(f, capa.features.common.Characteristic):
assert isinstance(f.value, str)
return CharacteristicFeature(characteristic=f.value, description=f.description)
elif isinstance(f, capa.features.file.Export):
assert isinstance(f.value, str)
return ExportFeature(export=f.value, description=f.description)
elif isinstance(f, capa.features.file.Import):
assert isinstance(f.value, str)
return ImportFeature(import_=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `import_` as a argument due to alias
elif isinstance(f, capa.features.file.Section):
assert isinstance(f.value, str)
return SectionFeature(section=f.value, description=f.description)
elif isinstance(f, capa.features.file.FunctionName):
assert isinstance(f.value, str)
return FunctionNameFeature(function_name=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `function_name` as a argument due to alias
# must come before check for String due to inheritance
elif isinstance(f, capa.features.common.Substring):
assert isinstance(f.value, str)
return SubstringFeature(substring=f.value, description=f.description)
# must come before check for String due to inheritance
elif isinstance(f, capa.features.common.Regex):
assert isinstance(f.value, str)
return RegexFeature(regex=f.value, description=f.description)
elif isinstance(f, capa.features.common.String):
assert isinstance(f.value, str)
return StringFeature(string=f.value, description=f.description)
elif isinstance(f, capa.features.common.Class):
assert isinstance(f.value, str)
return ClassFeature(class_=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `class_` as a argument due to alias
elif isinstance(f, capa.features.common.Namespace):
assert isinstance(f.value, str)
return NamespaceFeature(namespace=f.value, description=f.description)
elif isinstance(f, capa.features.basicblock.BasicBlock):
return BasicBlockFeature(description=f.description)
elif isinstance(f, capa.features.insn.API):
assert isinstance(f.value, str)
return APIFeature(api=f.value, description=f.description)
elif isinstance(f, capa.features.insn.Property):
assert isinstance(f.value, str)
return PropertyFeature(property=f.value, access=f.access, description=f.description)
elif isinstance(f, capa.features.insn.Number):
assert isinstance(f.value, (int, float))
return NumberFeature(number=f.value, description=f.description)
elif isinstance(f, capa.features.common.Bytes):
buf = f.value
assert isinstance(buf, bytes)
return BytesFeature(bytes=binascii.hexlify(buf).decode("ascii"), description=f.description)
elif isinstance(f, capa.features.insn.Offset):
assert isinstance(f.value, int)
return OffsetFeature(offset=f.value, description=f.description)
elif isinstance(f, capa.features.insn.Mnemonic):
assert isinstance(f.value, str)
return MnemonicFeature(mnemonic=f.value, description=f.description)
elif isinstance(f, capa.features.insn.OperandNumber):
assert isinstance(f.value, int)
return OperandNumberFeature(index=f.index, operand_number=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `operand_number` as a argument due to alias
elif isinstance(f, capa.features.insn.OperandOffset):
assert isinstance(f.value, int)
return OperandOffsetFeature(index=f.index, operand_offset=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `operand_offset` as a argument due to alias
else:
raise NotImplementedError(f"feature_from_capa({type(f)}) not implemented")
class OSFeature(FeatureModel):
type: str = "os"
os: str
description: Optional[str]
class ArchFeature(FeatureModel):
type: str = "arch"
arch: str
description: Optional[str]
class FormatFeature(FeatureModel):
type: str = "format"
format: str
description: Optional[str]
class MatchFeature(FeatureModel):
type: str = "match"
match: str
description: Optional[str]
class CharacteristicFeature(FeatureModel):
type: str = "characteristic"
characteristic: str
description: Optional[str]
class ExportFeature(FeatureModel):
type: str = "export"
export: str
description: Optional[str]
class ImportFeature(FeatureModel):
type: str = "import"
import_: str = Field(alias="import")
description: Optional[str]
class SectionFeature(FeatureModel):
type: str = "section"
section: str
description: Optional[str]
class FunctionNameFeature(FeatureModel):
type: str = "function name"
function_name: str = Field(alias="function name")
description: Optional[str]
class SubstringFeature(FeatureModel):
type: str = "substring"
substring: str
description: Optional[str]
class RegexFeature(FeatureModel):
type: str = "regex"
regex: str
description: Optional[str]
class StringFeature(FeatureModel):
type: str = "string"
string: str
description: Optional[str]
class ClassFeature(FeatureModel):
type: str = "class"
class_: str = Field(alias="class")
description: Optional[str]
class NamespaceFeature(FeatureModel):
type: str = "namespace"
namespace: str
description: Optional[str]
class BasicBlockFeature(FeatureModel):
type: str = "basic block"
description: Optional[str]
class APIFeature(FeatureModel):
type: str = "api"
api: str
description: Optional[str]
class PropertyFeature(FeatureModel):
type: str = "property"
access: Optional[str]
property: str
description: Optional[str]
class NumberFeature(FeatureModel):
type: str = "number"
number: Union[int, float]
description: Optional[str]
class BytesFeature(FeatureModel):
type: str = "bytes"
bytes: str
description: Optional[str]
class OffsetFeature(FeatureModel):
type: str = "offset"
offset: int
description: Optional[str]
class MnemonicFeature(FeatureModel):
type: str = "mnemonic"
mnemonic: str
description: Optional[str]
class OperandNumberFeature(FeatureModel):
type: str = "operand number"
index: int
operand_number: int = Field(alias="operand number")
description: Optional[str]
class OperandOffsetFeature(FeatureModel):
type: str = "operand offset"
index: int
operand_offset: int = Field(alias="operand offset")
description: Optional[str]
Feature = Union[
OSFeature,
ArchFeature,
FormatFeature,
MatchFeature,
CharacteristicFeature,
ExportFeature,
ImportFeature,
SectionFeature,
FunctionNameFeature,
SubstringFeature,
RegexFeature,
StringFeature,
ClassFeature,
NamespaceFeature,
APIFeature,
PropertyFeature,
NumberFeature,
BytesFeature,
OffsetFeature,
MnemonicFeature,
OperandNumberFeature,
OperandOffsetFeature,
# Note! this must be last, see #1161
BasicBlockFeature,
]

View File

@@ -1,169 +1,41 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import abc
from typing import Union, Optional
import capa.helpers
from capa.features.common import VALID_FEATURE_ACCESS, Feature
def hex(n: int) -> str:
"""render the given number using upper case hex, like: 0x123ABC"""
if n < 0:
return f"-0x{(-n):X}"
else:
return f"0x{(n):X}"
import capa.render.utils
from capa.features.common import Feature
class API(Feature):
def __init__(self, name: str, description=None):
super().__init__(name, description=description)
# Downcase library name if given
if "." in name:
modname, _, impname = name.rpartition(".")
name = modname.lower() + "." + impname
class _AccessFeature(Feature, abc.ABC):
# superclass: don't use directly
def __init__(self, value: str, access: Optional[str] = None, description: Optional[str] = None):
super().__init__(value, description=description)
if access is not None:
if access not in VALID_FEATURE_ACCESS:
raise ValueError(f"{self.name} access type {access} not valid")
self.access = access
def __hash__(self):
return hash((self.name, self.value, self.access))
def __eq__(self, other):
return super().__eq__(other) and self.access == other.access
def get_name_str(self) -> str:
if self.access is not None:
return f"{self.name}/{self.access}"
return self.name
class Property(_AccessFeature):
def __init__(self, value: str, access: Optional[str] = None, description=None):
super().__init__(value, access=access, description=description)
super(API, self).__init__(name, description=description)
class Number(Feature):
def __init__(self, value: Union[int, float], description=None):
"""
args:
value (int or float): positive or negative integer, or floating point number.
the range of the value is:
- if positive, the range of u64
- if negative, the range of i64
- if floating, the range and precision of double
"""
super().__init__(value, description=description)
def __init__(self, value: int, bitness=None, description=None):
super(Number, self).__init__(value, bitness=bitness, description=description)
def get_value_str(self):
if isinstance(self.value, int):
return capa.helpers.hex(self.value)
elif isinstance(self.value, float):
return str(self.value)
else:
raise ValueError(f"invalid value type {type(self.value)}")
# max recognized structure size (and therefore, offset size)
MAX_STRUCTURE_SIZE = 0x10000
return capa.render.utils.hex(self.value)
class Offset(Feature):
def __init__(self, value: int, description=None):
"""
args:
value (int): the offset, which can be positive or negative.
the range of the value is:
- if positive, the range of u64
- if negative, the range of i64
"""
super().__init__(value, description=description)
def __init__(self, value: int, bitness=None, description=None):
super(Offset, self).__init__(value, bitness=bitness, description=description)
def get_value_str(self):
assert isinstance(self.value, int)
return hex(self.value)
return capa.render.utils.hex(self.value)
class Mnemonic(Feature):
def __init__(self, value: str, description=None):
super().__init__(value, description=description)
# max number of operands to consider for a given instruction.
# since we only support Intel and .NET, we can assume this is 3
# which covers cases up to e.g. "vinserti128 ymm0,ymm0,ymm5,1"
MAX_OPERAND_COUNT = 4
MAX_OPERAND_INDEX = MAX_OPERAND_COUNT - 1
class _Operand(Feature, abc.ABC):
# superclass: don't use directly
# subclasses should set self.name and provide the value string formatter
def __init__(self, index: int, value: Union[int, float], description=None):
super().__init__(value, description=description)
self.index = index
def __hash__(self):
return hash((self.name, self.value))
def __eq__(self, other):
return super().__eq__(other) and self.index == other.index
class OperandNumber(_Operand):
# cached names so we don't do extra string formatting every ctor
NAMES = [f"operand[{i}].number" for i in range(MAX_OPERAND_COUNT)]
# operand[i].number: 0x12
def __init__(self, index: int, value: Union[int, float], description=None):
"""
args:
value (int or float): positive or negative integer, or floating point number.
the range of the value is:
- if positive, the range of u64
- if negative, the range of i64
- if floating, the range and precision of double
"""
super().__init__(index, value, description=description)
self.name = self.NAMES[index]
def get_value_str(self) -> str:
if isinstance(self.value, int):
return capa.helpers.hex(self.value)
elif isinstance(self.value, float):
return str(self.value)
else:
raise ValueError("invalid value type")
class OperandOffset(_Operand):
# cached names so we don't do extra string formatting every ctor
NAMES = [f"operand[{i}].offset" for i in range(MAX_OPERAND_COUNT)]
# operand[i].offset: 0x12
def __init__(self, index: int, value: int, description=None):
"""
args:
value (int): the offset, which can be positive or negative.
the range of the value is:
- if positive, the range of u64
- if negative, the range of i64
"""
super().__init__(index, value, description=description)
self.name = self.NAMES[index]
def get_value_str(self) -> str:
assert isinstance(self.value, int)
return hex(self.value)
super(Mnemonic, self).__init__(value, description=description)

View File

@@ -1,159 +1,37 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import inspect
import logging
import contextlib
import importlib.util
import os
from typing import NoReturn
from pathlib import Path
import tqdm
from capa.exceptions import UnsupportedFormatError
from capa.features.common import FORMAT_PE, FORMAT_SC32, FORMAT_SC64, FORMAT_DOTNET, FORMAT_UNKNOWN, Format
EXTENSIONS_SHELLCODE_32 = ("sc32", "raw32")
EXTENSIONS_SHELLCODE_64 = ("sc64", "raw64")
EXTENSIONS_ELF = "elf_"
logger = logging.getLogger("capa")
_hex = hex
def hex(n: int) -> str:
"""render the given number using upper case hex, like: 0x123ABC"""
if n < 0:
return f"-0x{(-n):X}"
else:
return f"0x{(n):X}"
def hex(i):
return _hex(int(i))
def get_file_taste(sample_path: Path) -> bytes:
if not sample_path.exists():
raise IOError(f"sample path {sample_path} does not exist or cannot be accessed")
taste = sample_path.open("rb").read(8)
def get_file_taste(sample_path: str) -> bytes:
if not os.path.exists(sample_path):
raise IOError("sample path %s does not exist or cannot be accessed" % sample_path)
with open(sample_path, "rb") as f:
taste = f.read(8)
return taste
def is_runtime_ida():
return importlib.util.find_spec("idc") is not None
def assert_never(value) -> NoReturn:
# careful: python -O will remove this assertion.
# but this is only used for type checking, so it's ok.
assert False, f"Unhandled value: {value} ({type(value).__name__})" # noqa: B011
def get_format_from_extension(sample: Path) -> str:
if sample.name.endswith(EXTENSIONS_SHELLCODE_32):
return FORMAT_SC32
elif sample.name.endswith(EXTENSIONS_SHELLCODE_64):
return FORMAT_SC64
return FORMAT_UNKNOWN
def get_auto_format(path: Path) -> str:
format_ = get_format(path)
if format_ == FORMAT_UNKNOWN:
format_ = get_format_from_extension(path)
if format_ == FORMAT_UNKNOWN:
raise UnsupportedFormatError()
return format_
def get_format(sample: Path) -> str:
# imported locally to avoid import cycle
from capa.features.extractors.common import extract_format
from capa.features.extractors.dnfile_ import DnfileFeatureExtractor
buf = sample.read_bytes()
for feature, _ in extract_format(buf):
if feature == Format(FORMAT_PE):
dnfile_extractor = DnfileFeatureExtractor(sample)
if dnfile_extractor.is_dotnet_file():
feature = Format(FORMAT_DOTNET)
assert isinstance(feature.value, str)
return feature.value
return FORMAT_UNKNOWN
@contextlib.contextmanager
def redirecting_print_to_tqdm(disable_progress):
"""
tqdm (progress bar) expects to have fairly tight control over console output.
so calls to `print()` will break the progress bar and make things look bad.
so, this context manager temporarily replaces the `print` implementation
with one that is compatible with tqdm.
via: https://stackoverflow.com/a/42424890/87207
"""
old_print = print # noqa: T202 [reserved word print used]
def new_print(*args, **kwargs):
# If tqdm.tqdm.write raises error, use builtin print
if disable_progress:
old_print(*args, **kwargs)
else:
try:
tqdm.tqdm.write(*args, **kwargs)
except Exception:
old_print(*args, **kwargs)
try:
# Globally replace print with new_print.
# Verified this works manually on Python 3.11:
# >>> import inspect
# >>> inspect.builtins
# <module 'builtins' (built-in)>
inspect.builtins.print = new_print # type: ignore
yield
finally:
inspect.builtins.print = old_print # type: ignore
import idc
except ImportError:
return False
else:
return True
def log_unsupported_format_error():
logger.error("-" * 80)
logger.error(" Input file does not appear to be a PE or ELF file.")
logger.error(" ")
logger.error(
" capa currently only supports analyzing PE and ELF files (or shellcode, when using --format sc32|sc64)."
)
logger.error(" If you don't know the input file type, you can try using the `file` utility to guess it.")
logger.error("-" * 80)
def log_unsupported_os_error():
logger.error("-" * 80)
logger.error(" Input file does not appear to target a supported OS.")
logger.error(" ")
logger.error(
" capa currently only supports analyzing executables for some operating systems (including Windows and Linux)."
)
logger.error("-" * 80)
def log_unsupported_arch_error():
logger.error("-" * 80)
logger.error(" Input file does not appear to target a supported architecture.")
logger.error(" ")
logger.error(" capa currently only supports analyzing x86 (32- and 64-bit).")
logger.error("-" * 80)
def log_unsupported_runtime_error():
logger.error("-" * 80)
logger.error(" Unsupported runtime or Python interpreter.")
logger.error(" ")
logger.error(" capa supports running under Python 3.8 and higher.")
logger.error(" ")
logger.error(
" If you're seeing this message on the command line, please ensure you're running a supported Python version."
)
logger.error("-" * 80)
def assert_never(value: NoReturn) -> NoReturn:
assert False, f"Unhandled value: {value} ({type(value).__name__})"

View File

@@ -1,31 +1,23 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import json
import logging
import datetime
import contextlib
from typing import List, Optional
from pathlib import Path
import idc
import idaapi
import idautils
import ida_bytes
import ida_loader
from netnode import netnode
import capa
import capa.version
import capa.render.utils as rutils
import capa.features.common
import capa.features.freeze
import capa.render.result_document as rdoc
from capa.features.address import AbsoluteVirtualAddress
logger = logging.getLogger("capa")
@@ -34,29 +26,23 @@ SUPPORTED_FILE_TYPES = (
idaapi.f_PE,
idaapi.f_ELF,
idaapi.f_BIN,
idaapi.f_COFF,
# idaapi.f_MACHO,
)
# arch type as returned by idainfo.procname
SUPPORTED_ARCH_TYPES = ("metapc",)
CAPA_NETNODE = f"$ com.mandiant.capa.v{capa.version.__version__}"
NETNODE_RESULTS = "results"
NETNODE_RULES_CACHE_ID = "rules-cache-id"
def inform_user_ida_ui(message):
# this isn't a logger, this is IDA's logging facility
idaapi.info(f"{message}. Please refer to IDA Output window for more information.") # noqa: G004
idaapi.info("%s. Please refer to IDA Output window for more information." % message)
def is_supported_ida_version():
version = float(idaapi.get_kernel_version())
if version < 7.4 or version >= 9:
if version < 7.4 or version >= 8:
warning_msg = "This plugin does not support your IDA Pro version"
logger.warning(warning_msg)
logger.warning("Your IDA Pro version is: %s. Supported versions are: IDA >= 7.4 and IDA < 9.0.", version)
logger.warning("Your IDA Pro version is: %s. Supported versions are: IDA >= 7.4 and IDA < 8.0." % version)
return False
return True
@@ -121,57 +107,33 @@ def get_file_sha256():
return sha256
def collect_metadata(rules: List[Path]):
def collect_metadata():
""" """
md5 = get_file_md5()
sha256 = get_file_sha256()
info: idaapi.idainfo = idaapi.get_inf_structure()
if info.procname == "metapc" and info.is_64bit():
arch = "x86_64"
elif info.procname == "metapc" and info.is_32bit():
arch = "x86"
else:
arch = "unknown arch"
format_name: str = ida_loader.get_file_type_name()
if "PE" in format_name:
os = "windows"
elif "ELF" in format_name:
with contextlib.closing(capa.ida.helpers.IDAIO()) as f:
os = capa.features.extractors.elf.detect_elf_os(f)
else:
os = "unknown os"
return rdoc.Metadata(
timestamp=datetime.datetime.now(),
version=capa.version.__version__,
argv=(),
sample=rdoc.Sample(
md5=md5,
sha1="", # not easily accessible
sha256=sha256,
path=idaapi.get_input_file_path(),
),
analysis=rdoc.Analysis(
format=idaapi.get_file_type_name(),
arch=arch,
os=os,
extractor="ida",
rules=tuple(r.resolve().absolute().as_posix() for r in rules),
base_address=capa.features.freeze.Address.from_capa(idaapi.get_imagebase()),
layout=rdoc.Layout(
functions=(),
return {
"timestamp": datetime.datetime.now().isoformat(),
# "argv" is not relevant here
"sample": {
"md5": md5,
"sha1": "", # not easily accessible
"sha256": sha256,
"path": idaapi.get_input_file_path(),
},
"analysis": {
"format": idaapi.get_file_type_name(),
"extractor": "ida",
"base_address": idaapi.get_imagebase(),
"layout": {
# this is updated after capabilities have been collected.
# will look like:
#
# "functions": { 0x401000: { "matched_basic_blocks": [ 0x401000, 0x401005, ... ] }, ... }
),
# ignore these for now - not used by IDA plugin.
feature_counts=rdoc.FeatureCounts(file=0, functions=()),
library_functions=(),
),
)
},
},
"version": capa.version.__version__,
}
class IDAIO:
@@ -181,7 +143,7 @@ class IDAIO:
"""
def __init__(self):
super().__init__()
super(IDAIO, self).__init__()
self.offset = 0
def seek(self, offset, whence=0):
@@ -191,63 +153,11 @@ class IDAIO:
def read(self, size):
ea = ida_loader.get_fileregion_ea(self.offset)
if ea == idc.BADADDR:
logger.debug("cannot read 0x%x bytes at 0x%x (ea: BADADDR)", size, self.offset)
return b""
# best guess, such as if file is mapped at address 0x0.
ea = self.offset
logger.debug("reading 0x%x bytes at 0x%x (ea: 0x%x)", size, self.offset, ea)
# get_bytes returns None on error, for consistency with read always return bytes
return ida_bytes.get_bytes(ea, size) or b""
return ida_bytes.get_bytes(ea, size)
def close(self):
return
def save_cached_results(resdoc):
logger.debug("saving cached capa results to netnode '%s'", CAPA_NETNODE)
n = netnode.Netnode(CAPA_NETNODE)
n[NETNODE_RESULTS] = resdoc.json()
def idb_contains_cached_results() -> bool:
try:
n = netnode.Netnode(CAPA_NETNODE)
return bool(n.get(NETNODE_RESULTS))
except netnode.NetnodeCorruptError as e:
logger.exception(str(e))
return False
def load_and_verify_cached_results() -> Optional[rdoc.ResultDocument]:
"""verifies that cached results have valid (mapped) addresses for the current database"""
logger.debug("loading cached capa results from netnode '%s'", CAPA_NETNODE)
n = netnode.Netnode(CAPA_NETNODE)
doc = rdoc.ResultDocument.parse_obj(json.loads(n[NETNODE_RESULTS]))
for rule in rutils.capability_rules(doc):
for location_, _ in rule.matches:
location = location_.to_capa()
if isinstance(location, AbsoluteVirtualAddress):
ea = int(location)
if not idaapi.is_mapped(ea):
logger.error("cached address %s is not a valid location in this database", hex(ea))
return None
return doc
def save_rules_cache_id(ruleset_id):
logger.debug("saving ruleset ID to netnode '%s'", CAPA_NETNODE)
n = netnode.Netnode(CAPA_NETNODE)
n[NETNODE_RULES_CACHE_ID] = ruleset_id
def load_rules_cache_id():
n = netnode.Netnode(CAPA_NETNODE)
return n[NETNODE_RULES_CACHE_ID]
def delete_cached_results():
logger.debug("deleting cached capa data")
n = netnode.Netnode(CAPA_NETNODE)
del n[NETNODE_RESULTS]

View File

@@ -1,8 +1,8 @@
![capa explorer](../../../.github/capa-explorer-logo.png)
capa explorer is an IDAPython plugin that integrates the FLARE team's open-source framework, capa, with IDA Pro. capa is a framework that uses a well-defined collection of rules to
identify capabilities in a program. You can run capa against a PE file, ELF file, or shellcode and it tells you what it thinks the program can do. For example, it might suggest that
the program is a backdoor, can install services, or relies on HTTP to communicate. capa explorer runs capa analysis on your IDA Pro database (IDB) without needing access
identify capabilities in a program. You can run capa against a PE file or shellcode and it tells you what it thinks the program can do. For example, it might suggest that
the program is a backdoor, can install services, or relies on HTTP to communicate. capa explorer runs capa directly against your IDA Pro database (IDB) without requiring access
to the original binary file. Once a database has been analyzed, capa explorer helps you identify interesting areas of a program and build new capa rules using features extracted from your IDB.
We love using capa explorer during malware analysis because it teaches us what parts of a program suggest a behavior. As we click on rows, capa explorer jumps directly
@@ -21,43 +21,74 @@ We can use capa explorer to navigate our Disassembly view directly to the suspec
Using the `Rule Information` and `Details` columns capa explorer shows us that the suspect function matched `self delete via COMSPEC environment variable` because it contains capa rule matches for `create process`, `get COMSPEC environment variable`,
and `query environment variable`, references to the strings `COMSPEC`, ` > nul`, and `/c del `, and calls to the Windows API functions `GetEnvironmentVariableA` and `ShellExecuteEx`.
capa explorer also helps you build and test new capa rules. To start, select the `Rule Generator` tab, navigate to a function in your Disassembly view,
capa explorer also helps you build new capa rules. To start select the `Rule Generator` tab, navigate to a function in your Disassembly view,
and click `Analyze`. capa explorer will extract features from the function and display them in the `Features` pane. You can add features listed in this pane to the `Editor` pane
by either double-clicking a feature or using multi-select + right-click to add multiple features at once. The `Preview` and `Editor` panes help edit your rule. Use the `Preview` pane
to modify rule text directly and the `Editor` pane to construct and rearrange your hierarchy of statements and features. When you finish a rule you can save it directly to a file by clicking `Save`.
to modify the rule text directly and the `Editor` pane to construct and rearrange your hierarchy of statements and features. When you finish a rule you can save it directly to a file by clicking `Save`.
![](../../../doc/img/rulegen_expanded.png)
For more information on the FLARE team's open-source framework, capa, check out the overview in our first [blog](https://www.mandiant.com/resources/capa-automatically-identify-malware-capabilities).
For more information on the FLARE team's open-source framework, capa, check out the overview in our first [blog](https://www.fireeye.com/blog/threat-research/2020/07/capa-automatically-identify-malware-capabilities.html).
## Getting Started
### Installation
### Requirements
You can install capa explorer using the following steps:
capa explorer supports Python versions >= 3.6.x and the following IDA Pro versions:
* IDA 7.4
* IDA 7.5
* IDA 7.6 (caveat below)
* IDA 7.7
capa explorer is however limited to the Python versions supported by your IDA installation (which may not include all Python versions >= 3.6.x). Based on our testing the following matrix shows the Python versions supported
by each supported IDA version:
| | IDA 7.4 | IDA 7.5 | IDA 7.6 |
| --- | --- | --- | --- |
| Python 3.6.x | Yes | Yes | Yes |
| Python 3.7.x | Yes | Yes | Yes |
| Python 3.8.x | Partial (see below) | Yes | Yes |
| Python 3.9.x | No | Partial (see below) | Yes |
To use capa explorer with IDA 7.4 and Python 3.8.x you must follow the instructions provided by hex-rays [here](https://hex-rays.com/blog/ida-7-4-and-python-3-8/).
To use capa explorer with IDA 7.5 and Python 3.9.x you must follow the instructions provided by hex-rays [here](https://hex-rays.com/blog/python-3-9-support-for-ida-7-5/).
If you encounter issues with your specific setup, please open a new [Issue](https://github.com/mandiant/capa/issues).
#### IDA 7.6 caveat: IDA 7.6sp1 or patch required
As described [here](https://www.hex-rays.com/blog/ida-7-6-empty-qtreeview-qtreewidget/):
> A rather nasty issue evaded our testing and found its way into IDA 7.6: using the PyQt5 modules that are shipped with IDA, QTreeView (or QTreeWidget) instances will always fail to display contents.
Therefore, in order to use capa under IDA 7.6 you need the [Service Pack 1 for IDA 7.6](https://www.hex-rays.com/products/ida/news/7_6sp1). Alternatively, you can download and install the fix corresponding to your IDA installation, replacing the original QtWidgets DLL with the one contained in the .zip file (links to Hex-Rays):
- Windows: [pyqt5_qtwidgets_win](https://www.hex-rays.com/wp-content/uploads/2021/04/pyqt5_qtwidgets_win.zip)
- Linux: [pyqt5_qtwidgets_linux](https://www.hex-rays.com/wp-content/uploads/2021/04/pyqt5_qtwidgets_linux.zip)
- MacOS (Intel): [pyqt5_qtwidgets_mac_x64](https://www.hex-rays.com/wp-content/uploads/2021/04/pyqt5_qtwidgets_mac_x64.zip)
- MacOS (AppleSilicon): [pyqt5_qtwidgets_mac_arm](https://www.hex-rays.com/wp-content/uploads/2021/04/pyqt5_qtwidgets_mac_arm.zip)
1. Install capa and its dependencies from PyPI using the Python interpreter configured for your IDA installation:
```
$ pip install flare-capa
```
2. Download and extract the [official capa rules](https://github.com/mandiant/capa-rules/releases) that match the version of capa you have installed
1. Use the following command to view the version of capa you have installed:
```commandline
$ pip show flare-capa
OR
$ capa --version
```
3. Copy [capa_explorer.py](https://raw.githubusercontent.com/mandiant/capa/master/capa/ida/plugin/capa_explorer.py) to your IDA plugins directory
- find your plugin directories via `idaapi.get_ida_subdirs("plugins")` or see this [Hex-Rays blog](https://hex-rays.com/blog/igors-tip-of-the-week-103-sharing-plugins-between-ida-installs/)
- common paths are `%APPDATA%\Hex-Rays\IDA Pro\plugins` (Windows) or `$HOME/.idapro/plugins` on Linux/Mac
### Supported File Types
capa explorer is limited to the file types supported by capa, which include:
* Windows x86 (32- and 64-bit) PE files
* Windows x86 (32- and 64-bit) PE and ELF files
* Windows x86 (32- and 64-bit) shellcode
* ELF files on various operating systems
### Installation
You can install capa explorer using the following steps:
1. Install capa and its dependencies from PyPI for the Python interpreter used by your IDA installation:
```
$ pip install flare-capa
```
3. Download the [standard collection of capa rules](https://github.com/mandiant/capa-rules) (capa explorer needs capa rules to analyze a database)
4. Copy [capa_explorer.py](https://raw.githubusercontent.com/mandiant/capa/master/capa/ida/plugin/capa_explorer.py) to your IDA plugins directory
### Usage
@@ -67,20 +98,19 @@ capa explorer is limited to the file types supported by capa, which include:
3. Select the `Program Analysis` tab
4. Click the `Analyze` button
The first time you run capa explorer you will be asked to specify a local directory containing capa rules to use for analysis. We recommend downloading and extracting the [official capa rules](https://github.com/mandiant/capa-rules/releases) that match
the version of capa you have installed (see installation instructions above for more details). capa explorer remembers your selection for future analysis which you
can update using the `Settings` button.
When running capa explorer for the first time you are prompted to select a file directory containing capa rules. The plugin conveniently
remembers your selection for future runs; you can change this selection and other default settings by clicking `Settings`. We recommend
downloading and using the [standard collection of capa rules](https://github.com/mandiant/capa-rules) when getting started with the plugin.
#### Tips for Program Analysis
* Start analysis by clicking the `Analyze` button
* capa explorer caches results to the database and reuses them across IDA sessions
* Reset the plugin user interface and remove highlighting from your Disassembly view by clicking the `Reset` button
* Change your local capa rules directory, auto analysis settings, and other default settings by clicking the `Settings` button
* Change your capa rules directory and other default settings by clicking `Settings`
* Hover your cursor over a rule match to view the source content of the rule
* Double-click the `Address` column to navigate your Disassembly view to the address of the associated feature
* Double-click a result in the `Rule Information` column to expand its children
* Select a checkbox in the `Rule Information` column to highlight the address of the associated feature in your Disassembly view
* Select a checkbox in the `Rule Information` column to highlight the address of the associated feature in your Dissasembly view
#### Tips for Rule Generator
@@ -93,22 +123,6 @@ can update using the `Settings` button.
* Directly edit rule text and metadata fields using the `Preview` pane
* Change the default rule author and default rule scope displayed in the `Preview` pane by clicking `Settings`
### Requirements
capa explorer supports Python versions >= 3.8.x and IDA Pro versions >= 7.4. The following IDA Pro versions have been tested:
* IDA 7.4
* IDA 7.5
* IDA 7.6 Service Pack 1
* IDA 7.7
* IDA 8.0
* IDA 8.1
* IDA 8.2
capa explorer is however limited to the Python versions supported by your IDA installation (which may not include all Python versions >= 3.8.x).
If you encounter issues with your specific setup, please open a new [Issue](https://github.com/mandiant/capa/issues).
## Development
capa explorer is packaged with capa so you will need to install capa locally for development. You can install capa locally by following the steps outlined in `Method 3: Inspecting the capa source code` of the [capa

View File

@@ -1,10 +1,11 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
import idaapi
@@ -17,6 +18,7 @@ logger = logging.getLogger(__name__)
class CapaExplorerPlugin(idaapi.plugin_t):
# Mandatory definitions
PLUGIN_NAME = "FLARE capa explorer"
PLUGIN_VERSION = "1.0.0"
@@ -38,12 +40,6 @@ class CapaExplorerPlugin(idaapi.plugin_t):
"""called when IDA is loading the plugin"""
logging.basicConfig(level=logging.INFO)
# do not load plugin unless hosted in idaq (IDA Qt)
if not idaapi.is_idaq():
# note: it does not appear that IDA calls "init" by default when hosted in idat; we keep this
# check here for good measure
return idaapi.PLUGIN_SKIP
import capa.ida.helpers
# do not load plugin if IDA version/file type not supported
@@ -67,16 +63,7 @@ class CapaExplorerPlugin(idaapi.plugin_t):
arg (int): bitflag. Setting LSB enables automatic analysis upon
loading. The other bits are currently undefined. See `form.Options`.
"""
if not self.form:
self.form = CapaExplorerForm(self.PLUGIN_NAME, arg)
else:
widget = idaapi.find_widget(self.form.form_title)
if widget:
idaapi.activate_widget(widget, True)
else:
self.form.Show()
self.form.load_capa_results(False, True)
self.form = CapaExplorerForm(self.PLUGIN_NAME, arg)
return True
@@ -99,7 +86,7 @@ class CapaExplorerPlugin(idaapi.plugin_t):
# so we need to register a callback that's invoked from the main thread after the plugin is registered.
#
# after a lot of guess-and-check, we can use `UI_Hooks.updated_actions` to
# receive notifications after IDA has created an action for each plugin.
# receive notications after IDA has created an action for each plugin.
# so, create this hook, wait for capa plugin to load, set the icon, and unhook.
@@ -107,7 +94,7 @@ class OnUpdatedActionsHook(ida_kernwin.UI_Hooks):
"""register a callback to be invoked each time the UI actions are updated"""
def __init__(self, cb):
super().__init__()
super(OnUpdatedActionsHook, self).__init__()
self.cb = cb
def updated_actions(self):

View File

@@ -1,229 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from __future__ import annotations
import itertools
import collections
from typing import Set, Dict, Tuple, Union, Optional
import capa.engine
from capa.rules import Scope, RuleSet
from capa.engine import FeatureSet, MatchResults
from capa.features.address import NO_ADDRESS, Address
from capa.ida.plugin.extractor import CapaExplorerFeatureExtractor
from capa.features.extractors.base_extractor import BBHandle, InsnHandle, FunctionHandle
class CapaRuleGenFeatureCacheNode:
def __init__(
self,
inner: Optional[Union[FunctionHandle, BBHandle, InsnHandle]],
parent: Optional[CapaRuleGenFeatureCacheNode],
):
self.inner: Optional[Union[FunctionHandle, BBHandle, InsnHandle]] = inner
self.address = NO_ADDRESS if self.inner is None else self.inner.address
self.parent: Optional[CapaRuleGenFeatureCacheNode] = parent
if self.parent is not None:
self.parent.children.add(self)
self.features: FeatureSet = collections.defaultdict(set)
self.children: Set[CapaRuleGenFeatureCacheNode] = set()
def __hash__(self):
# TODO(mike-hunhoff): confirm this is unique enough
# https://github.com/mandiant/capa/issues/1604
return hash((self.address,))
def __eq__(self, other):
if not isinstance(other, type(self)):
return NotImplemented
# TODO(mike-hunhoff): confirm this is unique enough
# https://github.com/mandiant/capa/issues/1604
return self.address == other.address
class CapaRuleGenFeatureCache:
def __init__(self, extractor: CapaExplorerFeatureExtractor):
self.extractor = extractor
self.global_features: FeatureSet = collections.defaultdict(set)
self.file_node: CapaRuleGenFeatureCacheNode = CapaRuleGenFeatureCacheNode(None, None)
self.func_nodes: Dict[Address, CapaRuleGenFeatureCacheNode] = {}
self.bb_nodes: Dict[Address, CapaRuleGenFeatureCacheNode] = {}
self.insn_nodes: Dict[Address, CapaRuleGenFeatureCacheNode] = {}
self._find_global_features()
self._find_file_features()
def _find_global_features(self):
for feature, addr in self.extractor.extract_global_features():
# not all global features may have virtual addresses.
# if not, then at least ensure the feature shows up in the index.
# the set of addresses will still be empty.
if addr is not None:
self.global_features[feature].add(addr)
else:
if feature not in self.global_features:
self.global_features[feature] = set()
def _find_file_features(self):
# not all file features may have virtual addresses.
# if not, then at least ensure the feature shows up in the index.
# the set of addresses will still be empty.
for feature, addr in self.extractor.extract_file_features():
if addr is not None:
self.file_node.features[feature].add(addr)
else:
if feature not in self.file_node.features:
self.file_node.features[feature] = set()
def _find_function_and_below_features(self, fh: FunctionHandle):
f_node: CapaRuleGenFeatureCacheNode = CapaRuleGenFeatureCacheNode(fh, self.file_node)
# extract basic block and below features
for bbh in self.extractor.get_basic_blocks(fh):
bb_node: CapaRuleGenFeatureCacheNode = CapaRuleGenFeatureCacheNode(bbh, f_node)
# extract instruction features
for ih in self.extractor.get_instructions(fh, bbh):
inode: CapaRuleGenFeatureCacheNode = CapaRuleGenFeatureCacheNode(ih, bb_node)
for feature, addr in self.extractor.extract_insn_features(fh, bbh, ih):
inode.features[feature].add(addr)
self.insn_nodes[inode.address] = inode
# extract basic block features
for feature, addr in self.extractor.extract_basic_block_features(fh, bbh):
bb_node.features[feature].add(addr)
# store basic block features in cache and function parent
self.bb_nodes[bb_node.address] = bb_node
# extract function features
for feature, addr in self.extractor.extract_function_features(fh):
f_node.features[feature].add(addr)
self.func_nodes[f_node.address] = f_node
def _find_instruction_capabilities(
self, ruleset: RuleSet, insn: CapaRuleGenFeatureCacheNode
) -> Tuple[FeatureSet, MatchResults]:
features: FeatureSet = collections.defaultdict(set)
for feature, locs in itertools.chain(insn.features.items(), self.global_features.items()):
features[feature].update(locs)
_, matches = ruleset.match(Scope.INSTRUCTION, features, insn.address)
for name, result in matches.items():
rule = ruleset[name]
for addr, _ in result:
capa.engine.index_rule_matches(features, rule, [addr])
return features, matches
def _find_basic_block_capabilities(
self, ruleset: RuleSet, bb: CapaRuleGenFeatureCacheNode
) -> Tuple[FeatureSet, MatchResults, MatchResults]:
features: FeatureSet = collections.defaultdict(set)
insn_matches: MatchResults = collections.defaultdict(list)
for insn in bb.children:
ifeatures, imatches = self._find_instruction_capabilities(ruleset, insn)
for feature, locs in ifeatures.items():
features[feature].update(locs)
for name, result in imatches.items():
insn_matches[name].extend(result)
for feature, locs in itertools.chain(bb.features.items(), self.global_features.items()):
features[feature].update(locs)
_, matches = ruleset.match(Scope.BASIC_BLOCK, features, bb.address)
for name, result in matches.items():
rule = ruleset[name]
for loc, _ in result:
capa.engine.index_rule_matches(features, rule, [loc])
return features, matches, insn_matches
def find_code_capabilities(
self, ruleset: RuleSet, fh: FunctionHandle
) -> Tuple[FeatureSet, MatchResults, MatchResults, MatchResults]:
f_node: Optional[CapaRuleGenFeatureCacheNode] = self._get_cached_func_node(fh)
if f_node is None:
return {}, {}, {}, {}
insn_matches: MatchResults = collections.defaultdict(list)
bb_matches: MatchResults = collections.defaultdict(list)
function_features: FeatureSet = collections.defaultdict(set)
for bb in f_node.children:
features, bmatches, imatches = self._find_basic_block_capabilities(ruleset, bb)
for feature, locs in features.items():
function_features[feature].update(locs)
for name, result in bmatches.items():
bb_matches[name].extend(result)
for name, result in imatches.items():
insn_matches[name].extend(result)
for feature, locs in itertools.chain(f_node.features.items(), self.global_features.items()):
function_features[feature].update(locs)
_, function_matches = ruleset.match(Scope.FUNCTION, function_features, f_node.address)
return function_features, function_matches, bb_matches, insn_matches
def find_file_capabilities(self, ruleset: RuleSet) -> Tuple[FeatureSet, MatchResults]:
features: FeatureSet = collections.defaultdict(set)
for func_node in self.file_node.children:
assert func_node.inner is not None
assert isinstance(func_node.inner, FunctionHandle)
func_features, _, _, _ = self.find_code_capabilities(ruleset, func_node.inner)
for feature, locs in func_features.items():
features[feature].update(locs)
for feature, locs in itertools.chain(self.file_node.features.items(), self.global_features.items()):
features[feature].update(locs)
_, matches = ruleset.match(Scope.FILE, features, NO_ADDRESS)
return features, matches
def _get_cached_func_node(self, fh: FunctionHandle) -> Optional[CapaRuleGenFeatureCacheNode]:
f_node: Optional[CapaRuleGenFeatureCacheNode] = self.func_nodes.get(fh.address)
if f_node is None:
# function is not in our cache, do extraction now
self._find_function_and_below_features(fh)
f_node = self.func_nodes.get(fh.address)
return f_node
def get_all_function_features(self, fh: FunctionHandle) -> FeatureSet:
f_node: Optional[CapaRuleGenFeatureCacheNode] = self._get_cached_func_node(fh)
if f_node is None:
return {}
all_function_features: FeatureSet = collections.defaultdict(set)
all_function_features.update(f_node.features)
for bb_node in f_node.children:
for i_node in bb_node.children:
for feature, locs in i_node.features.items():
all_function_features[feature].update(locs)
for feature, locs in bb_node.features.items():
all_function_features[feature].update(locs)
# include global features just once
for feature, locs in self.global_features.items():
all_function_features[feature].update(locs)
return all_function_features
def get_all_file_features(self):
yield from itertools.chain(self.file_node.features.items(), self.global_features.items())

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt

View File

@@ -1,13 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
class UserCancelledError(Exception):
"""throw exception when user cancels action"""
pass

View File

@@ -1,44 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import ida_kernwin
from PyQt5 import QtCore
from capa.ida.plugin.error import UserCancelledError
from capa.features.extractors.ida.extractor import IdaFeatureExtractor
from capa.features.extractors.base_extractor import FunctionHandle
class CapaExplorerProgressIndicator(QtCore.QObject):
"""implement progress signal, used during feature extraction"""
progress = QtCore.pyqtSignal(str)
def update(self, text):
"""emit progress update
check if user cancelled action, raise exception for parent function to catch
"""
if ida_kernwin.user_cancelled():
raise UserCancelledError("user cancelled")
self.progress.emit(f"extracting features from {text}")
class CapaExplorerFeatureExtractor(IdaFeatureExtractor):
"""subclass the IdaFeatureExtractor
track progress during feature extraction, also allow user to cancel feature extraction
"""
def __init__(self):
super().__init__()
self.indicator = CapaExplorerProgressIndicator()
def extract_function_features(self, fh: FunctionHandle):
self.indicator.update(f"function at {hex(fh.inner.start_ea)}")
return super().extract_function_features(fh)

File diff suppressed because it is too large Load Diff

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@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -16,7 +16,7 @@ class CapaExplorerIdaHooks(idaapi.UI_Hooks):
@param screen_ea_changed_hook: function hook for IDA screen ea changed
@param action_hooks: dict of IDA action handles
"""
super().__init__()
super(CapaExplorerIdaHooks, self).__init__()
self.screen_ea_changed_hook = screen_ea_changed_hook
self.process_action_hooks = action_hooks
@@ -30,7 +30,7 @@ class CapaExplorerIdaHooks(idaapi.UI_Hooks):
@retval must be 0
"""
self.process_action_handle = self.process_action_hooks.get(name)
self.process_action_handle = self.process_action_hooks.get(name, None)
if self.process_action_handle:
self.process_action_handle(self.process_action_meta)

File diff suppressed because one or more lines are too long

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -7,14 +7,12 @@
# See the License for the specific language governing permissions and limitations under the License.
import codecs
from typing import List, Iterator, Optional
import idc
import idaapi
from PyQt5 import QtCore
import capa.ida.helpers
from capa.features.address import Address, FileOffsetAddress, AbsoluteVirtualAddress
def info_to_name(display):
@@ -28,19 +26,19 @@ def info_to_name(display):
return ""
def ea_to_hex(ea):
"""convert effective address (ea) to hex for display"""
return f"{hex(ea)}"
def location_to_hex(location):
"""convert location to hex for display"""
return "%08X" % location
class CapaExplorerDataItem:
"""store data for CapaExplorerDataModel"""
def __init__(self, parent: Optional["CapaExplorerDataItem"], data: List[str], can_check=True):
def __init__(self, parent, data, can_check=True):
"""initialize item"""
self.pred = parent
self._data = data
self._children: List["CapaExplorerDataItem"] = []
self.children = []
self._checked = False
self._can_check = can_check
@@ -78,29 +76,29 @@ class CapaExplorerDataItem:
"""get item is checked"""
return self._checked
def appendChild(self, item: "CapaExplorerDataItem"):
def appendChild(self, item):
"""add a new child to specified item
@param item: CapaExplorerDataItem
"""
self._children.append(item)
self.children.append(item)
def child(self, row: int) -> "CapaExplorerDataItem":
def child(self, row):
"""get child row
@param row: row number
"""
return self._children[row]
return self.children[row]
def childCount(self) -> int:
def childCount(self):
"""get child count"""
return len(self._children)
return len(self.children)
def columnCount(self) -> int:
def columnCount(self):
"""get column count"""
return len(self._data)
def data(self, column: int) -> Optional[str]:
def data(self, column):
"""get data at column
@param: column number
@@ -110,17 +108,17 @@ class CapaExplorerDataItem:
except IndexError:
return None
def parent(self) -> Optional["CapaExplorerDataItem"]:
def parent(self):
"""get parent"""
return self.pred
def row(self) -> int:
def row(self):
"""get row location"""
if self.pred:
return self.pred._children.index(self)
return self.pred.children.index(self)
return 0
def setData(self, column: int, value: str):
def setData(self, column, value):
"""set data in column
@param column: column number
@@ -128,13 +126,14 @@ class CapaExplorerDataItem:
"""
self._data[column] = value
def children(self) -> Iterator["CapaExplorerDataItem"]:
def children(self):
"""yield children"""
yield from self._children
for child in self.children:
yield child
def removeChildren(self):
"""remove children"""
del self._children[:]
del self.children[:]
def __str__(self):
"""get string representation of columns
@@ -149,7 +148,7 @@ class CapaExplorerDataItem:
return self._data[0]
@property
def location(self) -> Optional[int]:
def location(self):
"""return data stored in location column"""
try:
# address stored as str, convert to int before return
@@ -168,9 +167,7 @@ class CapaExplorerRuleItem(CapaExplorerDataItem):
fmt = "%s (%d matches)"
def __init__(
self, parent: CapaExplorerDataItem, name: str, namespace: str, count: int, source: str, can_check=True
):
def __init__(self, parent, name, namespace, count, source, can_check=True):
"""initialize item
@param parent: parent node
@@ -180,7 +177,7 @@ class CapaExplorerRuleItem(CapaExplorerDataItem):
@param source: rule source (tooltip)
"""
display = self.fmt % (name, count) if count > 1 else name
super().__init__(parent, [display, "", namespace], can_check)
super(CapaExplorerRuleItem, self).__init__(parent, [display, "", namespace], can_check)
self._source = source
@property
@@ -192,14 +189,14 @@ class CapaExplorerRuleItem(CapaExplorerDataItem):
class CapaExplorerRuleMatchItem(CapaExplorerDataItem):
"""store data for rule match"""
def __init__(self, parent: CapaExplorerDataItem, display: str, source=""):
def __init__(self, parent, display, source=""):
"""initialize item
@param parent: parent node
@param display: text to display in UI
@param source: rule match source to display (tooltip)
"""
super().__init__(parent, [display, "", ""])
super(CapaExplorerRuleMatchItem, self).__init__(parent, [display, "", ""])
self._source = source
@property
@@ -213,20 +210,20 @@ class CapaExplorerFunctionItem(CapaExplorerDataItem):
fmt = "function(%s)"
def __init__(self, parent: CapaExplorerDataItem, location: Address, can_check=True):
def __init__(self, parent, location, can_check=True):
"""initialize item
@param parent: parent node
@param location: virtual address of function as seen by IDA
"""
assert isinstance(location, AbsoluteVirtualAddress)
ea = int(location)
super().__init__(parent, [self.fmt % idaapi.get_name(ea), ea_to_hex(ea), ""], can_check)
super(CapaExplorerFunctionItem, self).__init__(
parent, [self.fmt % idaapi.get_name(location), location_to_hex(location), ""], can_check
)
@property
def info(self):
"""return function name"""
info = super().info
info = super(CapaExplorerFunctionItem, self).info
display = info_to_name(info)
return display if display else info
@@ -246,13 +243,13 @@ class CapaExplorerSubscopeItem(CapaExplorerDataItem):
fmt = "subscope(%s)"
def __init__(self, parent: CapaExplorerDataItem, scope):
def __init__(self, parent, scope):
"""initialize item
@param parent: parent node
@param scope: subscope name
"""
super().__init__(parent, [self.fmt % scope, "", ""])
super(CapaExplorerSubscopeItem, self).__init__(parent, [self.fmt % scope, "", ""])
class CapaExplorerBlockItem(CapaExplorerDataItem):
@@ -260,29 +257,19 @@ class CapaExplorerBlockItem(CapaExplorerDataItem):
fmt = "basic block(loc_%08X)"
def __init__(self, parent: CapaExplorerDataItem, location: Address):
def __init__(self, parent, location):
"""initialize item
@param parent: parent node
@param location: virtual address of basic block as seen by IDA
"""
assert isinstance(location, AbsoluteVirtualAddress)
ea = int(location)
super().__init__(parent, [self.fmt % ea, ea_to_hex(ea), ""])
class CapaExplorerInstructionItem(CapaExplorerBlockItem):
"""store data for instruction match"""
fmt = "instruction(loc_%08X)"
super(CapaExplorerBlockItem, self).__init__(parent, [self.fmt % location, location_to_hex(location), ""])
class CapaExplorerDefaultItem(CapaExplorerDataItem):
"""store data for default match e.g. statement (and, or)"""
def __init__(
self, parent: CapaExplorerDataItem, display: str, details: str = "", location: Optional[Address] = None
):
def __init__(self, parent, display, details="", location=None):
"""initialize item
@param parent: parent node
@@ -290,20 +277,14 @@ class CapaExplorerDefaultItem(CapaExplorerDataItem):
@param details: text to display in details section of UI
@param location: virtual address as seen by IDA
"""
ea = None
if location:
assert isinstance(location, AbsoluteVirtualAddress)
ea = int(location)
super().__init__(parent, [display, ea_to_hex(ea) if ea is not None else "", details])
location = location_to_hex(location) if location else ""
super(CapaExplorerDefaultItem, self).__init__(parent, [display, location, details])
class CapaExplorerFeatureItem(CapaExplorerDataItem):
"""store data for feature match"""
def __init__(
self, parent: CapaExplorerDataItem, display: str, location: Optional[Address] = None, details: str = ""
):
def __init__(self, parent, display, location="", details=""):
"""initialize item
@param parent: parent node
@@ -311,18 +292,14 @@ class CapaExplorerFeatureItem(CapaExplorerDataItem):
@param details: text to display in details section of UI
@param location: virtual address as seen by IDA
"""
if location:
assert isinstance(location, (AbsoluteVirtualAddress, FileOffsetAddress))
ea = int(location)
super().__init__(parent, [display, ea_to_hex(ea), details])
else:
super().__init__(parent, [display, "", details])
location = location_to_hex(location) if location else ""
super(CapaExplorerFeatureItem, self).__init__(parent, [display, location, details])
class CapaExplorerInstructionViewItem(CapaExplorerFeatureItem):
"""store data for instruction match"""
def __init__(self, parent: CapaExplorerDataItem, display: str, location: Address):
def __init__(self, parent, display, location):
"""initialize item
details section shows disassembly view for match
@@ -331,17 +308,15 @@ class CapaExplorerInstructionViewItem(CapaExplorerFeatureItem):
@param display: text to display in UI
@param location: virtual address as seen by IDA
"""
assert isinstance(location, AbsoluteVirtualAddress)
ea = int(location)
details = capa.ida.helpers.get_disasm_line(ea)
super().__init__(parent, display, location=location, details=details)
self.ida_highlight = idc.get_color(ea, idc.CIC_ITEM)
details = capa.ida.helpers.get_disasm_line(location)
super(CapaExplorerInstructionViewItem, self).__init__(parent, display, location=location, details=details)
self.ida_highlight = idc.get_color(location, idc.CIC_ITEM)
class CapaExplorerByteViewItem(CapaExplorerFeatureItem):
"""store data for byte match"""
def __init__(self, parent: CapaExplorerDataItem, display: str, location: Address):
def __init__(self, parent, display, location):
"""initialize item
details section shows byte preview for match
@@ -350,32 +325,26 @@ class CapaExplorerByteViewItem(CapaExplorerFeatureItem):
@param display: text to display in UI
@param location: virtual address as seen by IDA
"""
assert isinstance(location, (AbsoluteVirtualAddress, FileOffsetAddress))
ea = int(location)
byte_snap = idaapi.get_bytes(ea, 32)
byte_snap = idaapi.get_bytes(location, 32)
details = ""
if byte_snap:
byte_snap = codecs.encode(byte_snap, "hex").upper()
details = " ".join([byte_snap[i : i + 2].decode() for i in range(0, len(byte_snap), 2)])
super().__init__(parent, display, location=location, details=details)
self.ida_highlight = idc.get_color(ea, idc.CIC_ITEM)
super(CapaExplorerByteViewItem, self).__init__(parent, display, location=location, details=details)
self.ida_highlight = idc.get_color(location, idc.CIC_ITEM)
class CapaExplorerStringViewItem(CapaExplorerFeatureItem):
"""store data for string match"""
def __init__(self, parent: CapaExplorerDataItem, display: str, location: Address, value: str):
def __init__(self, parent, display, location, value):
"""initialize item
@param parent: parent node
@param display: text to display in UI
@param location: virtual address as seen by IDA
"""
assert isinstance(location, (AbsoluteVirtualAddress, FileOffsetAddress))
ea = int(location)
super().__init__(parent, display, location=location, details=value)
self.ida_highlight = idc.get_color(ea, idc.CIC_ITEM)
super(CapaExplorerStringViewItem, self).__init__(parent, display, location=location, details=value)
self.ida_highlight = idc.get_color(location, idc.CIC_ITEM)

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -6,8 +6,7 @@
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
from typing import Set, Dict, List, Tuple, Optional
from collections import deque
from collections import deque, defaultdict
import idc
import idaapi
@@ -17,9 +16,6 @@ import capa.rules
import capa.ida.helpers
import capa.render.utils as rutils
import capa.features.common
import capa.features.freeze as frz
import capa.render.result_document as rd
import capa.features.freeze.features as frzf
from capa.ida.plugin.item import (
CapaExplorerDataItem,
CapaExplorerRuleItem,
@@ -31,10 +27,8 @@ from capa.ida.plugin.item import (
CapaExplorerSubscopeItem,
CapaExplorerRuleMatchItem,
CapaExplorerStringViewItem,
CapaExplorerInstructionItem,
CapaExplorerInstructionViewItem,
)
from capa.features.address import Address, AbsoluteVirtualAddress
# default highlight color used in IDA window
DEFAULT_HIGHLIGHT = 0xE6C700
@@ -51,7 +45,7 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
def __init__(self, parent=None):
"""initialize model"""
super().__init__(parent)
super(CapaExplorerDataModel, self).__init__(parent)
# root node does not have parent, contains header columns
self.root_node = CapaExplorerDataItem(None, ["Rule Information", "Address", "Details"])
@@ -143,7 +137,6 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
CapaExplorerFunctionItem,
CapaExplorerFeatureItem,
CapaExplorerSubscopeItem,
CapaExplorerInstructionItem,
),
)
and column == CapaExplorerDataModel.COLUMN_INDEX_RULE_INFORMATION
@@ -349,14 +342,7 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
return item.childCount()
def render_capa_doc_statement_node(
self,
parent: CapaExplorerDataItem,
match: rd.Match,
statement: rd.Statement,
locations: List[Address],
doc: rd.ResultDocument,
):
def render_capa_doc_statement_node(self, parent, statement, locations, doc):
"""render capa statement read from doc
@param parent: parent to which new child is assigned
@@ -364,156 +350,132 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
@param locations: locations of children (applies to range only?)
@param doc: result doc
"""
if isinstance(statement, rd.CompoundStatement):
if statement.type != rd.CompoundStatementType.NOT:
display = statement.type
if statement.description:
display += f" ({statement.description})"
return CapaExplorerDefaultItem(parent, display)
elif isinstance(statement, rd.CompoundStatement) and statement.type == rd.CompoundStatementType.NOT:
# TODO(mike-hunhoff): verify that we can display NOT statements
# https://github.com/mandiant/capa/issues/1602
pass
elif isinstance(statement, rd.SomeStatement):
display = f"{statement.count} or more"
if statement.description:
display += f" ({statement.description})"
if statement["type"] in ("and", "or", "optional"):
display = statement["type"]
if statement.get("description"):
display += " (%s)" % statement["description"]
return CapaExplorerDefaultItem(parent, display)
elif isinstance(statement, rd.RangeStatement):
elif statement["type"] == "not":
# TODO: do we display 'not'
pass
elif statement["type"] == "some":
display = "%d or more" % statement["count"]
if statement.get("description"):
display += " (%s)" % statement["description"]
return CapaExplorerDefaultItem(parent, display)
elif statement["type"] == "range":
# `range` is a weird node, its almost a hybrid of statement + feature.
# it is a specific feature repeated multiple times.
# there's no additional logic in the feature part, just the existence of a feature.
# so, we have to inline some of the feature rendering here.
display = f"count({self.capa_doc_feature_to_display(statement.child)}): "
display = "count(%s): " % self.capa_doc_feature_to_display(statement["child"])
if statement.max == statement.min:
display += f"{statement.min}"
elif statement.min == 0:
display += f"{statement.max} or fewer"
elif statement.max == (1 << 64 - 1):
display += f"{statement.min} or more"
if statement["max"] == statement["min"]:
display += "%d" % (statement["min"])
elif statement["min"] == 0:
display += "%d or fewer" % (statement["max"])
elif statement["max"] == (1 << 64 - 1):
display += "%d or more" % (statement["min"])
else:
display += f"between {statement.min} and {statement.max}"
display += "between %d and %d" % (statement["min"], statement["max"])
if statement.description:
display += f" ({statement.description})"
if statement.get("description"):
display += " (%s)" % statement["description"]
parent2 = CapaExplorerFeatureItem(parent, display=display)
for location in locations:
# for each location render child node for range statement
self.render_capa_doc_feature(parent2, match, statement.child, location, doc)
self.render_capa_doc_feature(parent2, statement["child"], location, doc)
return parent2
elif isinstance(statement, rd.SubscopeStatement):
display = str(statement.scope)
if statement.description:
display += f" ({statement.description})"
elif statement["type"] == "subscope":
display = statement[statement["type"]]
if statement.get("description"):
display += " (%s)" % statement["description"]
return CapaExplorerSubscopeItem(parent, display)
else:
raise RuntimeError("unexpected match statement type: " + str(statement))
def render_capa_doc_match(self, parent: CapaExplorerDataItem, match: rd.Match, doc: rd.ResultDocument):
def render_capa_doc_match(self, parent, match, doc):
"""render capa match read from doc
@param parent: parent node to which new child is assigned
@param match: match read from doc
@param doc: result doc
"""
if not match.success:
# TODO(mike-hunhoff): display failed branches at some point? Help with debugging rules?
# https://github.com/mandiant/capa/issues/1601
if not match["success"]:
# TODO: display failed branches at some point? Help with debugging rules?
return
# optional statement with no successful children is empty
if isinstance(match.node, rd.StatementNode) and match.node.statement.type == rd.CompoundStatementType.OPTIONAL:
if not any(m.success for m in match.children):
return
if match["node"].get("statement", {}).get("type") == "optional" and not any(
map(lambda m: m["success"], match["children"])
):
return
if isinstance(match.node, rd.StatementNode):
if match["node"]["type"] == "statement":
parent2 = self.render_capa_doc_statement_node(
parent, match, match.node.statement, [addr.to_capa() for addr in match.locations], doc
parent, match["node"]["statement"], match.get("locations", []), doc
)
elif isinstance(match.node, rd.FeatureNode):
elif match["node"]["type"] == "feature":
parent2 = self.render_capa_doc_feature_node(
parent, match, match.node.feature, [addr.to_capa() for addr in match.locations], doc
parent, match["node"]["feature"], match.get("locations", []), doc
)
else:
raise RuntimeError("unexpected node type: " + str(match.node.type))
raise RuntimeError("unexpected node type: " + str(match["node"]["type"]))
for child in match.children:
for child in match.get("children", []):
self.render_capa_doc_match(parent2, child, doc)
def render_capa_doc_by_function(self, doc: rd.ResultDocument):
"""render rule matches by function meaning each rule match is nested under function where it was found"""
matches_by_function: Dict[AbsoluteVirtualAddress, Tuple[CapaExplorerFunctionItem, Set[str]]] = {}
def render_capa_doc_by_function(self, doc):
""" """
matches_by_function = {}
for rule in rutils.capability_rules(doc):
match_eas: List[int] = []
# initial pass of rule matches
for addr_, _ in rule.matches:
addr: Address = addr_.to_capa()
if isinstance(addr, AbsoluteVirtualAddress):
match_eas.append(int(addr))
for ea in match_eas:
func_ea: Optional[int] = capa.ida.helpers.get_func_start_ea(ea)
if func_ea is None:
# rule match address is not located in a defined function
for ea in rule["matches"].keys():
ea = capa.ida.helpers.get_func_start_ea(ea)
if ea is None:
# file scope, skip rendering in this mode
continue
func_address: AbsoluteVirtualAddress = AbsoluteVirtualAddress(func_ea)
if not matches_by_function.get(func_address, ()):
# create a new function root to nest its rule matches; Note: we must use the address of the
# function here so everything is displayed properly
matches_by_function[func_address] = (
CapaExplorerFunctionItem(self.root_node, func_address, can_check=False),
set(),
)
func_root, func_match_cache = matches_by_function[func_address]
if rule.meta.name in func_match_cache:
# only nest each rule once, so if found, skip
if not matches_by_function.get(ea, ()):
# new function root
matches_by_function[ea] = (CapaExplorerFunctionItem(self.root_node, ea, can_check=False), [])
function_root, match_cache = matches_by_function[ea]
if rule["meta"]["name"] in match_cache:
# rule match already rendered for this function root, skip it
continue
# add matched rule to its function cache; create a new rule node whose parent is the matched
# function node
func_match_cache.add(rule.meta.name)
match_cache.append(rule["meta"]["name"])
CapaExplorerRuleItem(
func_root,
rule.meta.name,
rule.meta.namespace or "",
len([ea for ea in match_eas if capa.ida.helpers.get_func_start_ea(ea) == func_ea]),
rule.source,
function_root,
rule["meta"]["name"],
rule["meta"].get("namespace"),
len(rule["matches"]),
rule["source"],
can_check=False,
)
def render_capa_doc_by_program(self, doc: rd.ResultDocument):
def render_capa_doc_by_program(self, doc):
""" """
for rule in rutils.capability_rules(doc):
rule_name = rule.meta.name
rule_namespace = rule.meta.namespace or ""
parent = CapaExplorerRuleItem(self.root_node, rule_name, rule_namespace, len(rule.matches), rule.source)
rule_name = rule["meta"]["name"]
rule_namespace = rule["meta"].get("namespace")
parent = CapaExplorerRuleItem(
self.root_node, rule_name, rule_namespace, len(rule["matches"]), rule["source"]
)
for location_, match in rule.matches:
location = location_.to_capa()
parent2: CapaExplorerDataItem
if rule.meta.scope == capa.rules.FILE_SCOPE:
for (location, match) in doc["rules"][rule["meta"]["name"]]["matches"].items():
if rule["meta"]["scope"] == capa.rules.FILE_SCOPE:
parent2 = parent
elif rule.meta.scope == capa.rules.FUNCTION_SCOPE:
elif rule["meta"]["scope"] == capa.rules.FUNCTION_SCOPE:
parent2 = CapaExplorerFunctionItem(parent, location)
elif rule.meta.scope == capa.rules.BASIC_BLOCK_SCOPE:
elif rule["meta"]["scope"] == capa.rules.BASIC_BLOCK_SCOPE:
parent2 = CapaExplorerBlockItem(parent, location)
elif rule.meta.scope == capa.rules.INSTRUCTION_SCOPE:
parent2 = CapaExplorerInstructionItem(parent, location)
else:
raise RuntimeError("unexpected rule scope: " + str(rule.meta.scope))
raise RuntimeError("unexpected rule scope: " + str(rule["meta"]["scope"]))
self.render_capa_doc_match(parent2, match, doc)
def render_capa_doc(self, doc: rd.ResultDocument, by_function: bool):
def render_capa_doc(self, doc, by_function):
"""render capa features specified in doc
@param doc: capa result doc
@@ -529,44 +491,27 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
# inform model changes have ended
self.endResetModel()
def capa_doc_feature_to_display(self, feature: frzf.Feature):
def capa_doc_feature_to_display(self, feature):
"""convert capa doc feature type string to display string for ui
@param feature: capa feature read from doc
"""
key = feature.type
value = feature.dict(by_alias=True).get(feature.type)
key = feature["type"]
value = feature[feature["type"]]
if value:
if isinstance(feature, frzf.StringFeature):
value = f'"{capa.features.common.escape_string(value)}"'
if isinstance(feature, frzf.PropertyFeature) and feature.access is not None:
key = f"property/{feature.access}"
elif isinstance(feature, frzf.OperandNumberFeature):
key = f"operand[{feature.index}].number"
elif isinstance(feature, frzf.OperandOffsetFeature):
key = f"operand[{feature.index}].offset"
if feature.description:
return f"{key}({value} = {feature.description})"
if key == "string":
value = '"%s"' % capa.features.common.escape_string(value)
if feature.get("description", ""):
return "%s(%s = %s)" % (key, value, feature["description"])
else:
return f"{key}({value})"
return "%s(%s)" % (key, value)
else:
return f"{key}"
return "%s" % key
def render_capa_doc_feature_node(
self,
parent: CapaExplorerDataItem,
match: rd.Match,
feature: frzf.Feature,
locations: List[Address],
doc: rd.ResultDocument,
):
def render_capa_doc_feature_node(self, parent, feature, locations, doc):
"""process capa doc feature node
@param parent: parent node to which child is assigned
@param match: match information
@param feature: capa doc feature node
@param locations: locations identified for feature
@param doc: capa doc
@@ -577,7 +522,6 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
# only one location for feature so no need to nest children
parent2 = self.render_capa_doc_feature(
parent,
match,
feature,
next(iter(locations)),
doc,
@@ -588,114 +532,81 @@ class CapaExplorerDataModel(QtCore.QAbstractItemModel):
parent2 = CapaExplorerFeatureItem(parent, display)
for location in sorted(locations):
self.render_capa_doc_feature(parent2, match, feature, location, doc)
self.render_capa_doc_feature(parent2, feature, location, doc)
return parent2
def render_capa_doc_feature(
self,
parent: CapaExplorerDataItem,
match: rd.Match,
feature: frzf.Feature,
location: Address,
doc: rd.ResultDocument,
display="-",
):
def render_capa_doc_feature(self, parent, feature, location, doc, display="-"):
"""render capa feature read from doc
@param parent: parent node to which new child is assigned
@param match: match information
@param feature: feature read from doc
@param doc: capa feature doc
@param location: address of feature
@param display: text to display in plugin UI
"""
# special handling for characteristic pending type
if isinstance(feature, frzf.CharacteristicFeature):
characteristic = feature.characteristic
if characteristic in ("embedded pe",):
if feature["type"] == "characteristic":
if feature[feature["type"]] in ("embedded pe",):
return CapaExplorerByteViewItem(parent, display, location)
if characteristic in ("loop", "recursive call", "tight loop"):
if feature[feature["type"]] in ("loop", "recursive call", "tight loop"):
return CapaExplorerFeatureItem(parent, display=display)
# default to instruction view for all other characteristics
return CapaExplorerInstructionViewItem(parent, display, location)
elif isinstance(feature, frzf.MatchFeature):
if feature["type"] == "match":
# display content of rule for all rule matches
matched_rule_source = ""
return CapaExplorerRuleMatchItem(
parent, display, source=doc["rules"].get(feature[feature["type"]], {}).get("source", "")
)
# check if match is a matched rule
matched_rule = doc.rules.get(feature.match)
if matched_rule is not None:
matched_rule_source = matched_rule.source
return CapaExplorerRuleMatchItem(parent, display, source=matched_rule_source)
elif isinstance(feature, (frzf.RegexFeature, frzf.SubstringFeature)):
for capture, addrs in sorted(match.captures.items()):
for addr in addrs:
assert isinstance(addr, frz.Address)
if location == addr.value:
return CapaExplorerStringViewItem(
parent, display, location, '"' + capa.features.common.escape_string(capture) + '"'
)
if feature["type"] in ("regex", "substring"):
for s, locations in feature["matches"].items():
if location in locations:
return CapaExplorerStringViewItem(
parent, display, location, '"' + capa.features.common.escape_string(s) + '"'
)
# programming error: the given location should always be found in the regex matches
raise ValueError("regex match at location not found")
elif isinstance(feature, frzf.BasicBlockFeature):
if feature["type"] == "basicblock":
return CapaExplorerBlockItem(parent, location)
elif isinstance(
feature,
(
frzf.BytesFeature,
frzf.APIFeature,
frzf.MnemonicFeature,
frzf.NumberFeature,
frzf.OffsetFeature,
frzf.OperandNumberFeature,
frzf.OperandOffsetFeature,
),
if feature["type"] in (
"bytes",
"api",
"mnemonic",
"number",
"offset",
"number/x32",
"number/x64",
"offset/x32",
"offset/x64",
):
# display instruction preview
return CapaExplorerInstructionViewItem(parent, display, location)
elif isinstance(feature, frzf.SectionFeature):
if feature["type"] in ("section",):
# display byte preview
return CapaExplorerByteViewItem(parent, display, location)
elif isinstance(feature, frzf.StringFeature):
if feature["type"] in ("string",):
# display string preview
return CapaExplorerStringViewItem(
parent, display, location, f'"{capa.features.common.escape_string(feature.string)}"'
parent, display, location, '"%s"' % capa.features.common.escape_string(feature[feature["type"]])
)
elif isinstance(
feature,
(
frzf.ImportFeature,
frzf.ExportFeature,
frzf.FunctionNameFeature,
),
):
if feature["type"] in ("import", "export", "function-name"):
# display no preview
return CapaExplorerFeatureItem(parent, location=location, display=display)
elif isinstance(
feature,
(
frzf.ArchFeature,
frzf.OSFeature,
frzf.FormatFeature,
),
):
if feature["type"] in ("arch", "os", "format"):
return CapaExplorerFeatureItem(parent, display=display)
raise RuntimeError("unexpected feature type: " + str(feature.type))
raise RuntimeError("unexpected feature type: " + str(feature["type"]))
def update_function_name(self, old_name, new_name):
"""update all instances of old function name with new function name

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -22,7 +22,7 @@ class CapaExplorerRangeProxyModel(QtCore.QSortFilterProxyModel):
def __init__(self, parent=None):
"""initialize proxy filter"""
super().__init__(parent)
super(CapaExplorerRangeProxyModel, self).__init__(parent)
self.min_ea = None
self.max_ea = None
@@ -92,7 +92,7 @@ class CapaExplorerRangeProxyModel(QtCore.QSortFilterProxyModel):
@param parent: QModelIndex of parent
"""
# filter not set
if self.min_ea is None or self.max_ea is None:
if self.min_ea is None and self.max_ea is None:
return True
index = self.sourceModel().index(row, 0, parent)
@@ -145,7 +145,7 @@ class CapaExplorerSearchProxyModel(QtCore.QSortFilterProxyModel):
def __init__(self, parent=None):
""" """
super().__init__(parent)
super(CapaExplorerSearchProxyModel, self).__init__(parent)
self.query = ""
self.setFilterKeyColumn(-1) # all columns

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -6,7 +6,6 @@
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import re
from typing import Dict, Optional
from collections import Counter
import idc
@@ -19,7 +18,6 @@ import capa.ida.helpers
import capa.features.common
import capa.features.basicblock
from capa.ida.plugin.item import CapaExplorerFunctionItem
from capa.features.address import AbsoluteVirtualAddress, _NoAddress
from capa.ida.plugin.model import CapaExplorerDataModel
MAX_SECTION_SIZE = 750
@@ -59,12 +57,12 @@ def parse_yaml_line(feature):
if m:
# reconstruct count without description
feature, value, description, count = m.groups()
feature = f"- count({feature}({value})): {count}"
feature = "- count(%s(%s)): %s" % (feature, value, count)
elif not feature.startswith("#"):
feature, _, comment = feature.partition("#")
feature, _, description = feature.partition("=")
return (o.strip() for o in (feature, description, comment))
return map(lambda o: o.strip(), (feature, description, comment))
def parse_node_for_feature(feature, description, comment, depth):
@@ -73,18 +71,18 @@ def parse_node_for_feature(feature, description, comment, depth):
display = ""
if feature.startswith("#"):
display += f"{' '*depth}{feature}\n"
display += "%s%s\n" % (" " * depth, feature)
elif description:
if feature.startswith(("- and", "- or", "- optional", "- basic block", "- not", "- instruction:")):
display += f"{' '*depth}{feature}\n"
if feature.startswith(("- and", "- or", "- optional", "- basic block", "- not")):
display += "%s%s" % (" " * depth, feature)
if comment:
display += f" # {comment}"
display += f"\n{' '*(depth+2)}- description: {description}\n"
display += " # %s" % comment
display += "\n%s- description: %s\n" % (" " * (depth + 2), description)
elif feature.startswith("- string"):
display += f"{' '*depth}{feature}\n"
display += "%s%s" % (" " * depth, feature)
if comment:
display += f" # {comment}"
display += f"\n{' '*(depth+2)}description: {description}\n"
display += " # %s" % comment
display += "\n%sdescription: %s\n" % (" " * (depth + 2), description)
elif feature.startswith("- count"):
# count is weird, we need to format description based on feature type, so we parse with regex
# assume format - count(<feature_name>(<feature_value>)): <count>
@@ -92,22 +90,28 @@ def parse_node_for_feature(feature, description, comment, depth):
if m:
name, value, count = m.groups()
if name in ("string",):
display += f"{' '*depth}{feature}"
display += "%s%s" % (" " * depth, feature)
if comment:
display += f" # {comment}"
display += f"\n{' '*(depth+2)}description: {description}\n"
display += " # %s" % comment
display += "\n%sdescription: %s\n" % (" " * (depth + 2), description)
else:
display += f"{' '*depth}- count({name}({value} = {description})): {count}"
display += "%s- count(%s(%s = %s)): %s" % (
" " * depth,
name,
value,
description,
count,
)
if comment:
display += f" # {comment}\n"
display += " # %s\n" % comment
else:
display += f"{' '*depth}{feature} = {description}"
display += "%s%s = %s" % (" " * depth, feature, description)
if comment:
display += f" # {comment}\n"
display += " # %s\n" % comment
else:
display += f"{' '*depth}{feature}"
display += "%s%s" % (" " * depth, feature)
if comment:
display += f" # {comment}\n"
display += " # %s\n" % comment
return display if display.endswith("\n") else display + "\n"
@@ -168,17 +172,17 @@ def resize_columns_to_content(header):
header.resizeSection(0, MAX_SECTION_SIZE)
class CapaExplorerRulegenPreview(QtWidgets.QTextEdit):
class CapaExplorerRulgenPreview(QtWidgets.QTextEdit):
INDENT = " " * 2
def __init__(self, parent=None):
""" """
super().__init__(parent)
super(CapaExplorerRulgenPreview, self).__init__(parent)
self.setFont(QtGui.QFont("Courier", weight=QtGui.QFont.Bold))
self.setLineWrapMode(QtWidgets.QTextEdit.NoWrap)
self.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded)
self.setAcceptRichText(False)
def reset_view(self):
""" """
@@ -192,15 +196,13 @@ class CapaExplorerRulegenPreview(QtWidgets.QTextEdit):
" meta:",
" name: <insert_name>",
" namespace: <insert_namespace>",
" authors:",
f" - {author}",
f" scope: {scope}",
" references:",
" - <insert_references>",
" author: %s" % author,
" scope: %s" % scope,
" references: <insert_references>",
" examples:",
f" - {capa.ida.helpers.get_file_md5().upper()}:{hex(ea)}"
" - %s:0x%X" % (capa.ida.helpers.get_file_md5().upper(), ea)
if ea
else f" - {capa.ida.helpers.get_file_md5().upper()}",
else " - %s" % (capa.ida.helpers.get_file_md5().upper()),
" features:",
]
self.setText("\n".join(metadata_default))
@@ -249,7 +251,7 @@ class CapaExplorerRulegenPreview(QtWidgets.QTextEdit):
lines_modified = 0
first_modified = False
change = []
for lineno, line in enumerate(plain[start_lineno : end_lineno + 1]):
for (lineno, line) in enumerate(plain[start_lineno : end_lineno + 1]):
if line.startswith(self.INDENT):
if lineno == 0:
# keep track if first line is modified, so we can properly display
@@ -280,7 +282,7 @@ class CapaExplorerRulegenPreview(QtWidgets.QTextEdit):
self.set_selection(select_start_ppos, select_end_ppos, len(self.toPlainText()))
self.verticalScrollBar().setSliderPosition(scroll_ppos)
else:
super().keyPressEvent(e)
super(CapaExplorerRulgenPreview, self).keyPressEvent(e)
def count_previous_lines_from_block(self, block):
"""calculate number of lines preceding block"""
@@ -300,12 +302,13 @@ class CapaExplorerRulegenPreview(QtWidgets.QTextEdit):
self.setTextCursor(cursor)
class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
class CapaExplorerRulgenEditor(QtWidgets.QTreeWidget):
updated = QtCore.pyqtSignal()
def __init__(self, preview, parent=None):
""" """
super().__init__(parent)
super(CapaExplorerRulgenEditor, self).__init__(parent)
self.preview = preview
@@ -369,18 +372,18 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
def dragMoveEvent(self, e):
""" """
super().dragMoveEvent(e)
super(CapaExplorerRulgenEditor, self).dragMoveEvent(e)
def dragEventEnter(self, e):
""" """
super().dragEventEnter(e)
super(CapaExplorerRulgenEditor, self).dragEventEnter(e)
def dropEvent(self, e):
""" """
if not self.indexAt(e.pos()).isValid():
return
super().dropEvent(e)
super(CapaExplorerRulgenEditor, self).dropEvent(e)
self.update_preview()
expand_tree(self.invisibleRootItem())
@@ -422,10 +425,6 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
# add default child expression when nesting under basic block
new_parent.setExpanded(True)
new_parent = self.new_expression_node(new_parent, ("- or:", ""))
elif "instruction" in action.data()[0]:
# add default child expression when nesting under instruction
new_parent.setExpanded(True)
new_parent = self.new_expression_node(new_parent, ("- or:", ""))
for o in self.get_features(selected=True):
# take child from its parent by index, add to new parent
@@ -438,7 +437,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
""" """
expression, o = action.data()
if "basic block" in expression and "basic block" not in o.text(
CapaExplorerRulegenEditor.get_column_feature_index()
CapaExplorerRulgenEditor.get_column_feature_index()
):
# current expression is "basic block", and not changing to "basic block" expression
children = o.takeChildren()
@@ -446,17 +445,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
for child in children:
new_parent.addChild(child)
new_parent.setExpanded(True)
elif "instruction" in expression and "instruction" not in o.text(
CapaExplorerRulegenEditor.get_column_feature_index()
):
# current expression is "instruction", and not changing to "instruction" expression
children = o.takeChildren()
new_parent = self.new_expression_node(o, ("- or:", ""))
for child in children:
new_parent.addChild(child)
new_parent.setExpanded(True)
o.setText(CapaExplorerRulegenEditor.get_column_feature_index(), expression)
o.setText(CapaExplorerRulgenEditor.get_column_feature_index(), expression)
def slot_clear_all(self, action):
""" """
@@ -467,7 +456,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
if not self.indexAt(pos).isValid():
# user selected invalid index
self.load_custom_context_menu_invalid_index(pos)
elif self.itemAt(pos).capa_type == CapaExplorerRulegenEditor.get_node_type_expression():
elif self.itemAt(pos).capa_type == CapaExplorerRulgenEditor.get_node_type_expression():
# user selected expression node
self.load_custom_context_menu_expression(pos)
else:
@@ -479,8 +468,8 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
def slot_item_double_clicked(self, o, column):
""" """
if column in (
CapaExplorerRulegenEditor.get_column_comment_index(),
CapaExplorerRulegenEditor.get_column_description_index(),
CapaExplorerRulgenEditor.get_column_comment_index(),
CapaExplorerRulgenEditor.get_column_description_index(),
):
o.setFlags(o.flags() | QtCore.Qt.ItemIsEditable)
self.editItem(o, column)
@@ -499,13 +488,12 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
rule_text += "\n features:\n"
for o in iterate_tree(self):
feature, description, comment = (o.strip() for o in tuple(o.text(i) for i in range(3)))
feature, description, comment = map(lambda o: o.strip(), tuple(o.text(i) for i in range(3)))
rule_text += parse_node_for_feature(feature, description, comment, calc_item_depth(o))
# TODO(mike-hunhoff): we avoid circular update by disabling signals when updating
# FIXME we avoid circular update by disabling signals when updating
# the preview. Preferably we would refactor the code to avoid this
# in the first place.
# https://github.com/mandiant/capa/issues/1600
# in the first place
self.preview.blockSignals(True)
self.preview.setPlainText(rule_text)
self.preview.blockSignals(False)
@@ -530,12 +518,11 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
("not", ("- not:",), self.slot_nest_features),
("optional", ("- optional:",), self.slot_nest_features),
("basic block", ("- basic block:",), self.slot_nest_features),
("instruction", ("- instruction:",), self.slot_nest_features),
)
# build submenu with modify actions
sub_menu = build_context_menu(self.parent(), sub_actions)
sub_menu.setTitle(f"Nest feature{'' if len(tuple(self.get_features(selected=True))) == 1 else 's'}")
sub_menu.setTitle("Nest feature%s" % ("" if len(tuple(self.get_features(selected=True))) == 1 else "s"))
# build main menu with submenu + main actions
menu = build_context_menu(self.parent(), (sub_menu,) + actions)
@@ -552,7 +539,6 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
("not", ("- not:", self.itemAt(pos)), self.slot_edit_expression),
("optional", ("- optional:", self.itemAt(pos)), self.slot_edit_expression),
("basic block", ("- basic block:", self.itemAt(pos)), self.slot_edit_expression),
("instruction", ("- instruction:", self.itemAt(pos)), self.slot_edit_expression),
)
# build submenu with modify actions
@@ -569,7 +555,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
font = QtGui.QFont()
font.setBold(True)
o.setFont(CapaExplorerRulegenEditor.get_column_feature_index(), font)
o.setFont(CapaExplorerRulgenEditor.get_column_feature_index(), font)
def style_feature_node(self, o):
""" """
@@ -580,8 +566,8 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
font.setWeight(QtGui.QFont.Medium)
brush.setColor(QtGui.QColor(*COLOR_GREEN_RGB))
o.setFont(CapaExplorerRulegenEditor.get_column_feature_index(), font)
o.setForeground(CapaExplorerRulegenEditor.get_column_feature_index(), brush)
o.setFont(CapaExplorerRulgenEditor.get_column_feature_index(), font)
o.setForeground(CapaExplorerRulgenEditor.get_column_feature_index(), brush)
def style_comment_node(self, o):
""" """
@@ -589,22 +575,22 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
font.setBold(True)
font.setFamily("Courier")
o.setFont(CapaExplorerRulegenEditor.get_column_feature_index(), font)
o.setFont(CapaExplorerRulgenEditor.get_column_feature_index(), font)
def set_expression_node(self, o):
""" """
setattr(o, "capa_type", CapaExplorerRulegenEditor.get_node_type_expression())
setattr(o, "capa_type", CapaExplorerRulgenEditor.get_node_type_expression())
self.style_expression_node(o)
def set_feature_node(self, o):
""" """
setattr(o, "capa_type", CapaExplorerRulegenEditor.get_node_type_feature())
setattr(o, "capa_type", CapaExplorerRulgenEditor.get_node_type_feature())
o.setFlags(o.flags() & ~QtCore.Qt.ItemIsDropEnabled)
self.style_feature_node(o)
def set_comment_node(self, o):
""" """
setattr(o, "capa_type", CapaExplorerRulegenEditor.get_node_type_comment())
setattr(o, "capa_type", CapaExplorerRulgenEditor.get_node_type_comment())
o.setFlags(o.flags() & ~QtCore.Qt.ItemIsDropEnabled)
self.style_comment_node(o)
@@ -613,7 +599,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
""" """
o = QtWidgets.QTreeWidgetItem(parent)
self.set_expression_node(o)
for i, v in enumerate(values):
for (i, v) in enumerate(values):
o.setText(i, v)
return o
@@ -621,7 +607,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
""" """
o = QtWidgets.QTreeWidgetItem(parent)
self.set_feature_node(o)
for i, v in enumerate(values):
for (i, v) in enumerate(values):
o.setText(i, v)
return o
@@ -629,7 +615,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
""" """
o = QtWidgets.QTreeWidgetItem(parent)
self.set_comment_node(o)
for i, v in enumerate(values):
for (i, v) in enumerate(values):
o.setText(i, v)
return o
@@ -648,23 +634,23 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
counted = list(zip(Counter(features).keys(), Counter(features).values()))
# single features
for k, _ in filter(lambda t: t[1] == 1, counted):
for (k, v) in filter(lambda t: t[1] == 1, counted):
if isinstance(k, (capa.features.common.String,)):
value = f'"{capa.features.common.escape_string(k.get_value_str())}"'
value = '"%s"' % capa.features.common.escape_string(k.get_value_str())
else:
value = k.get_value_str()
self.new_feature_node(top_node, (f"- {k.name.lower()}: {value}", ""))
self.new_feature_node(top_node, ("- %s: %s" % (k.name.lower(), value), ""))
# n > 1 features
for k, v in filter(lambda t: t[1] > 1, counted):
for (k, v) in filter(lambda t: t[1] > 1, counted):
if k.value:
if isinstance(k, (capa.features.common.String,)):
value = f'"{capa.features.common.escape_string(k.get_value_str())}"'
value = '"%s"' % capa.features.common.escape_string(k.get_value_str())
else:
value = k.get_value_str()
display = f"- count({k.name.lower()}({value})): {v}"
display = "- count(%s(%s)): %d" % (k.name.lower(), value, v)
else:
display = f"- count({k.name.lower()}): {v}"
display = "- count(%s): %d" % (k.name.lower(), v)
self.new_feature_node(top_node, (display, ""))
self.update_preview()
@@ -684,12 +670,10 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
# we don't add a new node for description; either set description column of parent's last child
# or the parent itself
if feature.startswith("description:"):
description = feature[len("description:") :].lstrip()
if parent.childCount():
parent.child(parent.childCount() - 1).setText(1, description)
else:
parent.setText(1, description)
if parent.childCount():
parent.child(parent.childCount() - 1).setText(1, feature.lstrip("description:").lstrip())
else:
parent.setText(1, feature.lstrip("description:").lstrip())
return None
elif feature.startswith("- description:"):
if not parent:
@@ -697,23 +681,22 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
return None
# we don't add a new node for description; set the description column of the parent instead
description = feature[len("- description:") :].lstrip()
parent.setText(1, description)
parent.setText(1, feature.lstrip("- description:").lstrip())
return None
node = QtWidgets.QTreeWidgetItem(parent)
# set node text to data parsed from feature
for idx, text in enumerate((feature, comment, description)):
for (idx, text) in enumerate((feature, comment, description)):
node.setText(idx, text)
# we need to set our own type so we can control the GUI accordingly
if feature.startswith(("- and:", "- or:", "- not:", "- basic block:", "- instruction:", "- optional:")):
setattr(node, "capa_type", CapaExplorerRulegenEditor.get_node_type_expression())
if feature.startswith(("- and:", "- or:", "- not:", "- basic block:", "- optional:")):
setattr(node, "capa_type", CapaExplorerRulgenEditor.get_node_type_expression())
elif feature.startswith("#"):
setattr(node, "capa_type", CapaExplorerRulegenEditor.get_node_type_comment())
setattr(node, "capa_type", CapaExplorerRulgenEditor.get_node_type_comment())
else:
setattr(node, "capa_type", CapaExplorerRulegenEditor.get_node_type_feature())
setattr(node, "capa_type", CapaExplorerRulgenEditor.get_node_type_feature())
# format the node based on its type
(self.set_expression_node, self.set_feature_node, self.set_comment_node)[node.capa_type](node)
@@ -775,7 +758,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
""" """
for feature in filter(
lambda o: o.capa_type
in (CapaExplorerRulegenEditor.get_node_type_feature(), CapaExplorerRulegenEditor.get_node_type_comment()),
in (CapaExplorerRulgenEditor.get_node_type_feature(), CapaExplorerRulgenEditor.get_node_type_comment()),
tuple(iterate_tree(self)),
):
if feature in ignore:
@@ -787,7 +770,7 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
def get_expressions(self, selected=False, ignore=()):
""" """
for expression in filter(
lambda o: o.capa_type == CapaExplorerRulegenEditor.get_node_type_expression(), tuple(iterate_tree(self))
lambda o: o.capa_type == CapaExplorerRulgenEditor.get_node_type_expression(), tuple(iterate_tree(self))
):
if expression in ignore:
continue
@@ -799,12 +782,12 @@ class CapaExplorerRulegenEditor(QtWidgets.QTreeWidget):
class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
def __init__(self, editor, parent=None):
""" """
super().__init__(parent)
super(CapaExplorerRulegenFeatures, self).__init__(parent)
self.parent_items = {}
self.editor = editor
self.setHeaderLabels(["Feature", "Address"])
self.setHeaderLabels(["Feature", "Virtual Address"])
self.setStyleSheet("QTreeView::item {padding-right: 15 px;padding-bottom: 2 px;}")
# configure view columns to auto-resize
@@ -879,7 +862,7 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
if isinstance(self.selectedItems()[0].data(0, 0x100), capa.features.common.Bytes):
actions.append(("Add n bytes...", (), self.slot_add_n_bytes_feature))
else:
action_add_features_fmt = f"Add {selected_items_count} features"
action_add_features_fmt = "Add %d features" % selected_items_count
actions.append((action_add_features_fmt, (), self.slot_add_selected_features))
@@ -996,7 +979,7 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
o = QtWidgets.QTreeWidgetItem(parent)
self.set_parent_node(o)
for i, v in enumerate(data):
for (i, v) in enumerate(data):
o.setText(i, v)
if feature:
o.setData(0, 0x100, feature)
@@ -1008,14 +991,14 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
o = QtWidgets.QTreeWidgetItem(parent)
self.set_leaf_node(o)
for i, v in enumerate(data):
for (i, v) in enumerate(data):
o.setText(i, v)
if feature:
o.setData(0, 0x100, feature)
return o
def load_features(self, file_features, func_features: Optional[Dict] = None):
def load_features(self, file_features, func_features={}):
""" """
self.parse_features_for_tree(self.new_parent_node(self, ("File Scope",)), file_features)
if func_features:
@@ -1027,20 +1010,17 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
self.parent_items = {}
def format_address(e):
if isinstance(e, AbsoluteVirtualAddress):
return f"{hex(int(e))}"
else:
return ""
return "%X" % e if e else ""
def format_feature(feature):
""" """
name = feature.name.lower()
value = feature.get_value_str()
if isinstance(feature, (capa.features.common.String,)):
value = f'"{capa.features.common.escape_string(value)}"'
return f"{name}({value})"
value = '"%s"' % capa.features.common.escape_string(value)
return "%s(%s)" % (name, value)
for feature, addrs in sorted(features.items(), key=lambda k: sorted(k[1])):
for (feature, eas) in sorted(features.items(), key=lambda k: sorted(k[1])):
if isinstance(feature, capa.features.basicblock.BasicBlock):
# filter basic blocks for now, we may want to add these back in some time
# in the future
@@ -1052,7 +1032,7 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
# level 1
if feature not in self.parent_items:
if len(addrs) > 1:
if len(eas) > 1:
self.parent_items[feature] = self.new_parent_node(
self.parent_items[type(feature)], (format_feature(feature),), feature=feature
)
@@ -1062,18 +1042,18 @@ class CapaExplorerRulegenFeatures(QtWidgets.QTreeWidget):
)
# level n > 1
if len(addrs) > 1:
for addr in sorted(addrs):
if len(eas) > 1:
for ea in sorted(eas):
self.new_leaf_node(
self.parent_items[feature], (format_feature(feature), format_address(addr)), feature=feature
self.parent_items[feature], (format_feature(feature), format_address(ea)), feature=feature
)
else:
if addrs:
addr = addrs.pop()
if eas:
ea = eas.pop()
else:
# some features may not have an address e.g. "format"
addr = _NoAddress()
for i, v in enumerate((format_feature(feature), format_address(addr))):
ea = ""
for (i, v) in enumerate((format_feature(feature), format_address(ea))):
self.parent_items[feature].setText(i, v)
self.parent_items[feature].setData(0, 0x100, feature)
@@ -1089,7 +1069,7 @@ class CapaExplorerQtreeView(QtWidgets.QTreeView):
def __init__(self, model, parent=None):
"""initialize view"""
super().__init__(parent)
super(CapaExplorerQtreeView, self).__init__(parent)
self.setModel(model)
@@ -1224,7 +1204,8 @@ class CapaExplorerQtreeView(QtWidgets.QTreeView):
yield self.new_action(*action)
# add default actions
yield from self.load_default_context_menu_actions(data)
for action in self.load_default_context_menu_actions(data):
yield action
def load_default_context_menu(self, pos, item, model_index):
"""create default custom context menu

File diff suppressed because it is too large Load Diff

View File

@@ -1,10 +1,3 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import logging
import capa.engine as ceng
@@ -29,7 +22,7 @@ def get_node_cost(node):
# substring and regex features require a full scan of each string
# which we anticipate is more expensive then a hash lookup feature (e.g. mnemonic or count).
#
# fun research: compute the average cost of these feature relative to hash feature
# TODO: compute the average cost of these feature relative to hash feature
# and adjust the factor accordingly.
return 2
@@ -54,7 +47,7 @@ def optimize_statement(statement):
if isinstance(statement, (ceng.And, ceng.Or, ceng.Some)):
# has .children
statement.children = sorted(statement.children, key=get_node_cost)
statement.children = sorted(statement.children, key=lambda n: get_node_cost(n))
return
elif isinstance(statement, (ceng.Not, ceng.Range)):
# has .child

View File

@@ -1,15 +1,8 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import typing
import collections
from typing import Dict
# this structure is unstable and may change before the next major release.
counters: typing.Counter[str] = collections.Counter()
counters: Dict[str, int] = collections.Counter()
def reset():

View File

@@ -1,4 +1,4 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
@@ -11,8 +11,7 @@ import collections
import tabulate
import capa.render.utils as rutils
import capa.render.result_document as rd
import capa.features.freeze.features as frzf
import capa.render.result_document
from capa.rules import RuleSet
from capa.engine import MatchResults
from capa.render.utils import StringIO
@@ -28,49 +27,50 @@ def width(s: str, character_count: int) -> str:
return s
def render_meta(doc: rd.ResultDocument, ostream: StringIO):
def render_meta(doc, ostream: StringIO):
rows = [
(width("md5", 22), width(doc.meta.sample.md5, 82)),
("sha1", doc.meta.sample.sha1),
("sha256", doc.meta.sample.sha256),
("os", doc.meta.analysis.os),
("format", doc.meta.analysis.format),
("arch", doc.meta.analysis.arch),
("path", doc.meta.sample.path),
(width("md5", 22), width(doc["meta"]["sample"]["md5"], 82)),
("sha1", doc["meta"]["sample"]["sha1"]),
("sha256", doc["meta"]["sample"]["sha256"]),
("os", doc["meta"]["analysis"]["os"]),
("format", doc["meta"]["analysis"]["format"]),
("arch", doc["meta"]["analysis"]["arch"]),
("path", doc["meta"]["sample"]["path"]),
]
ostream.write(tabulate.tabulate(rows, tablefmt="mixed_outline"))
ostream.write(tabulate.tabulate(rows, tablefmt="psql"))
ostream.write("\n")
def find_subrule_matches(doc: rd.ResultDocument):
def find_subrule_matches(doc):
"""
collect the rule names that have been matched as a subrule match.
this way we can avoid displaying entries for things that are too specific.
"""
matches = set()
matches = set([])
def rec(match: rd.Match):
if not match.success:
def rec(node):
if not node["success"]:
# there's probably a bug here for rules that do `not: match: ...`
# but we don't have any examples of this yet
return
elif isinstance(match.node, rd.StatementNode):
for child in match.children:
elif node["node"]["type"] == "statement":
for child in node["children"]:
rec(child)
elif isinstance(match.node, rd.FeatureNode) and isinstance(match.node.feature, frzf.MatchFeature):
matches.add(match.node.feature.match)
elif node["node"]["type"] == "feature":
if node["node"]["feature"]["type"] == "match":
matches.add(node["node"]["feature"]["match"])
for rule in rutils.capability_rules(doc):
for _, match in rule.matches:
rec(match)
for node in rule["matches"].values():
rec(node)
return matches
def render_capabilities(doc: rd.ResultDocument, ostream: StringIO):
def render_capabilities(doc, ostream: StringIO):
"""
example::
@@ -86,29 +86,29 @@ def render_capabilities(doc: rd.ResultDocument, ostream: StringIO):
rows = []
for rule in rutils.capability_rules(doc):
if rule.meta.name in subrule_matches:
if rule["meta"]["name"] in subrule_matches:
# rules that are also matched by other rules should not get rendered by default.
# this cuts down on the amount of output while giving approx the same detail.
# see #224
continue
count = len(rule.matches)
count = len(rule["matches"])
if count == 1:
capability = rutils.bold(rule.meta.name)
capability = rutils.bold(rule["meta"]["name"])
else:
capability = f"{rutils.bold(rule.meta.name)} ({count} matches)"
rows.append((capability, rule.meta.namespace))
capability = "%s (%d matches)" % (rutils.bold(rule["meta"]["name"]), count)
rows.append((capability, rule["meta"]["namespace"]))
if rows:
ostream.write(
tabulate.tabulate(rows, headers=[width("Capability", 50), width("Namespace", 50)], tablefmt="mixed_outline")
tabulate.tabulate(rows, headers=[width("CAPABILITY", 50), width("NAMESPACE", 50)], tablefmt="psql")
)
ostream.write("\n")
else:
ostream.writeln(rutils.bold("no capabilities found"))
def render_attack(doc: rd.ResultDocument, ostream: StringIO):
def render_attack(doc, ostream: StringIO):
"""
example::
@@ -126,17 +126,20 @@ def render_attack(doc: rd.ResultDocument, ostream: StringIO):
"""
tactics = collections.defaultdict(set)
for rule in rutils.capability_rules(doc):
for attack in rule.meta.attack:
tactics[attack.tactic].add((attack.technique, attack.subtechnique, attack.id))
if not rule["meta"].get("att&ck"):
continue
for attack in rule["meta"]["att&ck"]:
tactics[attack["tactic"]].add((attack["technique"], attack.get("subtechnique"), attack["id"]))
rows = []
for tactic, techniques in sorted(tactics.items()):
inner_rows = []
for technique, subtechnique, id in sorted(techniques):
if not subtechnique:
inner_rows.append(f"{rutils.bold(technique)} {id}")
for (technique, subtechnique, id) in sorted(techniques):
if subtechnique is None:
inner_rows.append("%s %s" % (rutils.bold(technique), id))
else:
inner_rows.append(f"{rutils.bold(technique)}::{subtechnique} {id}")
inner_rows.append("%s::%s %s" % (rutils.bold(technique), subtechnique, id))
rows.append(
(
rutils.bold(tactic.upper()),
@@ -147,13 +150,13 @@ def render_attack(doc: rd.ResultDocument, ostream: StringIO):
if rows:
ostream.write(
tabulate.tabulate(
rows, headers=[width("ATT&CK Tactic", 20), width("ATT&CK Technique", 80)], tablefmt="mixed_grid"
rows, headers=[width("ATT&CK Tactic", 20), width("ATT&CK Technique", 80)], tablefmt="psql"
)
)
ostream.write("\n")
def render_mbc(doc: rd.ResultDocument, ostream: StringIO):
def render_mbc(doc, ostream: StringIO):
"""
example::
@@ -169,17 +172,20 @@ def render_mbc(doc: rd.ResultDocument, ostream: StringIO):
"""
objectives = collections.defaultdict(set)
for rule in rutils.capability_rules(doc):
for mbc in rule.meta.mbc:
objectives[mbc.objective].add((mbc.behavior, mbc.method, mbc.id))
if not rule["meta"].get("mbc"):
continue
for mbc in rule["meta"]["mbc"]:
objectives[mbc["objective"]].add((mbc["behavior"], mbc.get("method"), mbc["id"]))
rows = []
for objective, behaviors in sorted(objectives.items()):
inner_rows = []
for behavior, method, id in sorted(behaviors):
if not method:
inner_rows.append(f"{rutils.bold(behavior)} [{id}]")
for (behavior, method, id) in sorted(behaviors):
if method is None:
inner_rows.append("%s [%s]" % (rutils.bold(behavior), id))
else:
inner_rows.append(f"{rutils.bold(behavior)}::{method} [{id}]")
inner_rows.append("%s::%s [%s]" % (rutils.bold(behavior), method, id))
rows.append(
(
rutils.bold(objective.upper()),
@@ -189,14 +195,12 @@ def render_mbc(doc: rd.ResultDocument, ostream: StringIO):
if rows:
ostream.write(
tabulate.tabulate(
rows, headers=[width("MBC Objective", 25), width("MBC Behavior", 75)], tablefmt="mixed_grid"
)
tabulate.tabulate(rows, headers=[width("MBC Objective", 25), width("MBC Behavior", 75)], tablefmt="psql")
)
ostream.write("\n")
def render_default(doc: rd.ResultDocument):
def render_default(doc):
ostream = rutils.StringIO()
render_meta(doc, ostream)
@@ -211,5 +215,5 @@ def render_default(doc: rd.ResultDocument):
def render(meta, rules: RuleSet, capabilities: MatchResults) -> str:
doc = rd.ResultDocument.from_capa(meta, rules, capabilities)
doc = capa.render.result_document.convert_capabilities_to_result_document(meta, rules, capabilities)
return render_default(doc)

View File

@@ -1,14 +1,33 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Copyright (C) 2020 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
import capa.render.result_document as rd
import json
import capa.render.result_document
from capa.rules import RuleSet
from capa.engine import MatchResults
class CapaJsonObjectEncoder(json.JSONEncoder):
"""JSON encoder that emits Python sets as sorted lists"""
def default(self, obj):
if isinstance(obj, (list, dict, int, float, bool, type(None))) or isinstance(obj, str):
return json.JSONEncoder.default(self, obj)
elif isinstance(obj, set):
return list(sorted(obj))
else:
# probably will TypeError
return json.JSONEncoder.default(self, obj)
def render(meta, rules: RuleSet, capabilities: MatchResults) -> str:
return rd.ResultDocument.from_capa(meta, rules, capabilities).json(exclude_none=True)
return json.dumps(
capa.render.result_document.convert_capabilities_to_result_document(meta, rules, capabilities),
cls=CapaJsonObjectEncoder,
sort_keys=True,
)

View File

@@ -1,737 +0,0 @@
# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at: [package root]/LICENSE.txt
# Unless required by applicable law or agreed to in writing, software distributed under the License
# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and limitations under the License.
"""
Convert capa results to protobuf format.
The functionality here is similar to the various *from_capa functions, e.g. ResultDocument.from_capa() or
feature_from_capa.
For few classes we can rely on the proto json parser (e.g. RuleMetadata).
For most classes (e.g. RuleMatches) conversion is tricky, because we use natively unsupported types (e.g. tuples),
several classes with unions, and more complex layouts. So, it's more straight forward to convert explicitly vs.
massaging the data so the protobuf json parser works.
Of note, the 3 in `syntax = "proto3"` has nothing to do with the 2 in capa_pb2.py;
see details in https://github.com/grpc/grpc/issues/15444#issuecomment-396442980.
First compile the protobuf to generate an API file and a mypy stub file
$ protoc.exe --python_out=. --mypy_out=. <path_to_proto> (e.g. capa/render/proto/capa.proto)
Alternatively, --pyi_out=. can be used to generate a Python Interface file that supports development
"""
import datetime
from typing import Any, Dict, Union
import google.protobuf.json_format
import capa.rules
import capa.features.freeze as frz
import capa.render.proto.capa_pb2 as capa_pb2
import capa.render.result_document as rd
import capa.features.freeze.features as frzf
from capa.helpers import assert_never
from capa.features.freeze import AddressType
def dict_tuple_to_list_values(d: Dict) -> Dict:
o = {}
for k, v in d.items():
if isinstance(v, tuple):
o[k] = list(v)
else:
o[k] = v
return o
def int_to_pb2(v: int) -> capa_pb2.Integer:
if v < -2_147_483_648:
raise ValueError(f"value underflow: {v}")
if v > 0xFFFFFFFFFFFFFFFF:
raise ValueError(f"value overflow: {v}")
if v < 0:
return capa_pb2.Integer(i=v)
else:
return capa_pb2.Integer(u=v)
def number_to_pb2(v: Union[int, float]) -> capa_pb2.Number:
if isinstance(v, float):
return capa_pb2.Number(f=v)
elif isinstance(v, int):
i = int_to_pb2(v)
if v < 0:
return capa_pb2.Number(i=i.i)
else:
return capa_pb2.Number(u=i.u)
else:
assert_never(v)
def addr_to_pb2(addr: frz.Address) -> capa_pb2.Address:
if addr.type is AddressType.ABSOLUTE:
assert isinstance(addr.value, int)
return capa_pb2.Address(type=capa_pb2.AddressType.ADDRESSTYPE_ABSOLUTE, v=int_to_pb2(addr.value))
elif addr.type is AddressType.RELATIVE:
assert isinstance(addr.value, int)
return capa_pb2.Address(type=capa_pb2.AddressType.ADDRESSTYPE_RELATIVE, v=int_to_pb2(addr.value))
elif addr.type is AddressType.FILE:
assert isinstance(addr.value, int)
return capa_pb2.Address(type=capa_pb2.AddressType.ADDRESSTYPE_FILE, v=int_to_pb2(addr.value))
elif addr.type is AddressType.DN_TOKEN:
assert isinstance(addr.value, int)
return capa_pb2.Address(type=capa_pb2.AddressType.ADDRESSTYPE_DN_TOKEN, v=int_to_pb2(addr.value))
elif addr.type is AddressType.DN_TOKEN_OFFSET:
assert isinstance(addr.value, tuple)
token, offset = addr.value
assert isinstance(token, int)
assert isinstance(offset, int)
return capa_pb2.Address(
type=capa_pb2.AddressType.ADDRESSTYPE_DN_TOKEN_OFFSET,
token_offset=capa_pb2.Token_Offset(token=int_to_pb2(token), offset=offset),
)
elif addr.type is AddressType.NO_ADDRESS:
# value == None, so only set type
return capa_pb2.Address(type=capa_pb2.AddressType.ADDRESSTYPE_NO_ADDRESS)
else:
assert_never(addr)
def scope_to_pb2(scope: capa.rules.Scope) -> capa_pb2.Scope.ValueType:
if scope == capa.rules.Scope.FILE:
return capa_pb2.Scope.SCOPE_FILE
elif scope == capa.rules.Scope.FUNCTION:
return capa_pb2.Scope.SCOPE_FUNCTION
elif scope == capa.rules.Scope.BASIC_BLOCK:
return capa_pb2.Scope.SCOPE_BASIC_BLOCK
elif scope == capa.rules.Scope.INSTRUCTION:
return capa_pb2.Scope.SCOPE_INSTRUCTION
else:
assert_never(scope)
def metadata_to_pb2(meta: rd.Metadata) -> capa_pb2.Metadata:
return capa_pb2.Metadata(
timestamp=str(meta.timestamp),
version=meta.version,
argv=meta.argv,
sample=google.protobuf.json_format.ParseDict(meta.sample.dict(), capa_pb2.Sample()),
analysis=capa_pb2.Analysis(
format=meta.analysis.format,
arch=meta.analysis.arch,
os=meta.analysis.os,
extractor=meta.analysis.extractor,
rules=list(meta.analysis.rules),
base_address=addr_to_pb2(meta.analysis.base_address),
layout=capa_pb2.Layout(
functions=[
capa_pb2.FunctionLayout(
address=addr_to_pb2(f.address),
matched_basic_blocks=[
capa_pb2.BasicBlockLayout(address=addr_to_pb2(bb.address)) for bb in f.matched_basic_blocks
],
)
for f in meta.analysis.layout.functions
]
),
feature_counts=capa_pb2.FeatureCounts(
file=meta.analysis.feature_counts.file,
functions=[
capa_pb2.FunctionFeatureCount(address=addr_to_pb2(f.address), count=f.count)
for f in meta.analysis.feature_counts.functions
],
),
library_functions=[
capa_pb2.LibraryFunction(address=addr_to_pb2(lf.address), name=lf.name)
for lf in meta.analysis.library_functions
],
),
)
def statement_to_pb2(statement: rd.Statement) -> capa_pb2.StatementNode:
if isinstance(statement, rd.RangeStatement):
return capa_pb2.StatementNode(
range=capa_pb2.RangeStatement(
type="range",
description=statement.description,
min=statement.min,
max=statement.max,
child=feature_to_pb2(statement.child),
),
type="statement",
)
elif isinstance(statement, rd.SomeStatement):
return capa_pb2.StatementNode(
some=capa_pb2.SomeStatement(type=statement.type, description=statement.description, count=statement.count),
type="statement",
)
elif isinstance(statement, rd.SubscopeStatement):
return capa_pb2.StatementNode(
subscope=capa_pb2.SubscopeStatement(
type=statement.type,
description=statement.description,
scope=scope_to_pb2(statement.scope),
),
type="statement",
)
elif isinstance(statement, rd.CompoundStatement):
return capa_pb2.StatementNode(
compound=capa_pb2.CompoundStatement(type=statement.type, description=statement.description),
type="statement",
)
else:
assert_never(statement)
def feature_to_pb2(f: frzf.Feature) -> capa_pb2.FeatureNode:
if isinstance(f, frzf.OSFeature):
return capa_pb2.FeatureNode(
type="feature", os=capa_pb2.OSFeature(type=f.type, os=f.os, description=f.description)
)
elif isinstance(f, frzf.ArchFeature):
return capa_pb2.FeatureNode(
type="feature", arch=capa_pb2.ArchFeature(type=f.type, arch=f.arch, description=f.description)
)
elif isinstance(f, frzf.FormatFeature):
return capa_pb2.FeatureNode(
type="feature", format=capa_pb2.FormatFeature(type=f.type, format=f.format, description=f.description)
)
elif isinstance(f, frzf.MatchFeature):
return capa_pb2.FeatureNode(
type="feature",
match=capa_pb2.MatchFeature(
type=f.type,
match=f.match,
description=f.description,
),
)
elif isinstance(f, frzf.CharacteristicFeature):
return capa_pb2.FeatureNode(
type="feature",
characteristic=capa_pb2.CharacteristicFeature(
type=f.type, characteristic=f.characteristic, description=f.description
),
)
elif isinstance(f, frzf.ExportFeature):
return capa_pb2.FeatureNode(
type="feature", export=capa_pb2.ExportFeature(type=f.type, export=f.export, description=f.description)
)
elif isinstance(f, frzf.ImportFeature):
return capa_pb2.FeatureNode(
type="feature", import_=capa_pb2.ImportFeature(type=f.type, import_=f.import_, description=f.description)
)
elif isinstance(f, frzf.SectionFeature):
return capa_pb2.FeatureNode(
type="feature", section=capa_pb2.SectionFeature(type=f.type, section=f.section, description=f.description)
)
elif isinstance(f, frzf.FunctionNameFeature):
return capa_pb2.FeatureNode(
type="function name",
function_name=capa_pb2.FunctionNameFeature(
type=f.type, function_name=f.function_name, description=f.description
),
)
elif isinstance(f, frzf.SubstringFeature):
return capa_pb2.FeatureNode(
type="feature",
substring=capa_pb2.SubstringFeature(type=f.type, substring=f.substring, description=f.description),
)
elif isinstance(f, frzf.RegexFeature):
return capa_pb2.FeatureNode(
type="feature", regex=capa_pb2.RegexFeature(type=f.type, regex=f.regex, description=f.description)
)
elif isinstance(f, frzf.StringFeature):
return capa_pb2.FeatureNode(
type="feature",
string=capa_pb2.StringFeature(
type=f.type,
string=f.string,
description=f.description,
),
)
elif isinstance(f, frzf.ClassFeature):
return capa_pb2.FeatureNode(
type="feature", class_=capa_pb2.ClassFeature(type=f.type, class_=f.class_, description=f.description)
)
elif isinstance(f, frzf.NamespaceFeature):
return capa_pb2.FeatureNode(
type="feature",
namespace=capa_pb2.NamespaceFeature(type=f.type, namespace=f.namespace, description=f.description),
)
elif isinstance(f, frzf.APIFeature):
return capa_pb2.FeatureNode(
type="feature", api=capa_pb2.APIFeature(type=f.type, api=f.api, description=f.description)
)
elif isinstance(f, frzf.PropertyFeature):
return capa_pb2.FeatureNode(
type="feature",
property_=capa_pb2.PropertyFeature(
type=f.type, access=f.access, property_=f.property, description=f.description
),
)
elif isinstance(f, frzf.NumberFeature):
return capa_pb2.FeatureNode(
type="feature",
number=capa_pb2.NumberFeature(type=f.type, number=number_to_pb2(f.number), description=f.description),
)
elif isinstance(f, frzf.BytesFeature):
return capa_pb2.FeatureNode(
type="feature", bytes=capa_pb2.BytesFeature(type=f.type, bytes=f.bytes, description=f.description)
)
elif isinstance(f, frzf.OffsetFeature):
return capa_pb2.FeatureNode(
type="feature",
offset=capa_pb2.OffsetFeature(type=f.type, offset=int_to_pb2(f.offset), description=f.description),
)
elif isinstance(f, frzf.MnemonicFeature):
return capa_pb2.FeatureNode(
type="feature",
mnemonic=capa_pb2.MnemonicFeature(type=f.type, mnemonic=f.mnemonic, description=f.description),
)
elif isinstance(f, frzf.OperandNumberFeature):
return capa_pb2.FeatureNode(
type="feature",
operand_number=capa_pb2.OperandNumberFeature(
type=f.type, index=f.index, operand_number=int_to_pb2(f.operand_number), description=f.description
),
)
elif isinstance(f, frzf.OperandOffsetFeature):
return capa_pb2.FeatureNode(
type="feature",
operand_offset=capa_pb2.OperandOffsetFeature(
type=f.type, index=f.index, operand_offset=int_to_pb2(f.operand_offset), description=f.description
),
)
elif isinstance(f, frzf.BasicBlockFeature):
return capa_pb2.FeatureNode(
type="feature", basic_block=capa_pb2.BasicBlockFeature(type=f.type, description=f.description)
)
else:
assert_never(f)
def node_to_pb2(node: rd.Node) -> Union[capa_pb2.FeatureNode, capa_pb2.StatementNode]:
if isinstance(node, rd.StatementNode):
return statement_to_pb2(node.statement)
elif isinstance(node, rd.FeatureNode):
return feature_to_pb2(node.feature)
else:
assert_never(node)
def match_to_pb2(match: rd.Match) -> capa_pb2.Match:
node = node_to_pb2(match.node)
children = list(map(match_to_pb2, match.children))
locations = list(map(addr_to_pb2, match.locations))
if isinstance(node, capa_pb2.StatementNode):
return capa_pb2.Match(
success=match.success,
statement=node,
children=children,
locations=locations,
captures={},
)
elif isinstance(node, capa_pb2.FeatureNode):
return capa_pb2.Match(
success=match.success,
feature=node,
children=children,
locations=locations,
captures={
capture: capa_pb2.Addresses(address=list(map(addr_to_pb2, locs)))
for capture, locs in match.captures.items()
},
)
else:
assert_never(match)
def rule_metadata_to_pb2(rule_metadata: rd.RuleMetadata) -> capa_pb2.RuleMetadata:
# after manual type conversions to the RuleMetadata, we can rely on the protobuf json parser
# conversions include tuple -> list and rd.Enum -> proto.enum
meta = dict_tuple_to_list_values(rule_metadata.dict())
meta["scope"] = scope_to_pb2(meta["scope"])
meta["attack"] = list(map(dict_tuple_to_list_values, meta.get("attack", [])))
meta["mbc"] = list(map(dict_tuple_to_list_values, meta.get("mbc", [])))
return google.protobuf.json_format.ParseDict(meta, capa_pb2.RuleMetadata())
def doc_to_pb2(doc: rd.ResultDocument) -> capa_pb2.ResultDocument:
rule_matches: Dict[str, capa_pb2.RuleMatches] = {}
for rule_name, matches in doc.rules.items():
m = capa_pb2.RuleMatches(
meta=rule_metadata_to_pb2(matches.meta),
source=matches.source,
matches=[
capa_pb2.Pair_Address_Match(address=addr_to_pb2(addr), match=match_to_pb2(match))
for addr, match in matches.matches
],
)
rule_matches[rule_name] = m
r = capa_pb2.ResultDocument(meta=metadata_to_pb2(doc.meta), rules=rule_matches)
return r
def int_from_pb2(v: capa_pb2.Integer) -> int:
type = v.WhichOneof("value")
if type == "u":
return v.u
elif type == "i":
return v.i
else:
assert_never(type)
def number_from_pb2(v: capa_pb2.Number) -> Union[int, float]:
type = v.WhichOneof("value")
if type == "u":
return v.u
elif type == "i":
return v.i
elif type == "f":
return v.f
else:
assert_never(type)
def addr_from_pb2(addr: capa_pb2.Address) -> frz.Address:
if addr.type == capa_pb2.AddressType.ADDRESSTYPE_ABSOLUTE:
return frz.Address(type=frz.AddressType.ABSOLUTE, value=int_from_pb2(addr.v))
elif addr.type == capa_pb2.AddressType.ADDRESSTYPE_RELATIVE:
return frz.Address(type=frz.AddressType.RELATIVE, value=int_from_pb2(addr.v))
elif addr.type == capa_pb2.AddressType.ADDRESSTYPE_FILE:
return frz.Address(type=frz.AddressType.FILE, value=int_from_pb2(addr.v))
elif addr.type == capa_pb2.AddressType.ADDRESSTYPE_DN_TOKEN:
return frz.Address(type=frz.AddressType.DN_TOKEN, value=int_from_pb2(addr.v))
elif addr.type == capa_pb2.AddressType.ADDRESSTYPE_DN_TOKEN_OFFSET:
token = int_from_pb2(addr.token_offset.token)
offset = addr.token_offset.offset
return frz.Address(type=frz.AddressType.DN_TOKEN_OFFSET, value=(token, offset))
elif addr.type == capa_pb2.AddressType.ADDRESSTYPE_NO_ADDRESS:
return frz.Address(type=frz.AddressType.NO_ADDRESS, value=None)
else:
assert_never(addr)
def scope_from_pb2(scope: capa_pb2.Scope.ValueType) -> capa.rules.Scope:
if scope == capa_pb2.Scope.SCOPE_FILE:
return capa.rules.Scope.FILE
elif scope == capa_pb2.Scope.SCOPE_FUNCTION:
return capa.rules.Scope.FUNCTION
elif scope == capa_pb2.Scope.SCOPE_BASIC_BLOCK:
return capa.rules.Scope.BASIC_BLOCK
elif scope == capa_pb2.Scope.SCOPE_INSTRUCTION:
return capa.rules.Scope.INSTRUCTION
else:
assert_never(scope)
def metadata_from_pb2(meta: capa_pb2.Metadata) -> rd.Metadata:
return rd.Metadata(
timestamp=datetime.datetime.fromisoformat(meta.timestamp),
version=meta.version,
argv=tuple(meta.argv) if meta.argv else None,
sample=rd.Sample(
md5=meta.sample.md5,
sha1=meta.sample.sha1,
sha256=meta.sample.sha256,
path=meta.sample.path,
),
analysis=rd.Analysis(
format=meta.analysis.format,
arch=meta.analysis.arch,
os=meta.analysis.os,
extractor=meta.analysis.extractor,
rules=tuple(meta.analysis.rules),
base_address=addr_from_pb2(meta.analysis.base_address),
layout=rd.Layout(
functions=tuple(
[
rd.FunctionLayout(
address=addr_from_pb2(f.address),
matched_basic_blocks=tuple(
[
rd.BasicBlockLayout(address=addr_from_pb2(bb.address))
for bb in f.matched_basic_blocks
]
),
)
for f in meta.analysis.layout.functions
]
)
),
feature_counts=rd.FeatureCounts(
file=meta.analysis.feature_counts.file,
functions=tuple(
[
rd.FunctionFeatureCount(address=addr_from_pb2(f.address), count=f.count)
for f in meta.analysis.feature_counts.functions
]
),
),
library_functions=tuple(
[
rd.LibraryFunction(address=addr_from_pb2(lf.address), name=lf.name)
for lf in meta.analysis.library_functions
]
),
),
)
def statement_from_pb2(statement: capa_pb2.StatementNode) -> rd.Statement:
type_ = statement.WhichOneof("statement")
if type_ == "range":
return rd.RangeStatement(
min=statement.range.min,
max=statement.range.max,
child=feature_from_pb2(statement.range.child),
description=statement.range.description or None,
)
elif type_ == "some":
return rd.SomeStatement(
count=statement.some.count,
description=statement.some.description or None,
)
elif type_ == "subscope":
return rd.SubscopeStatement(
scope=scope_from_pb2(statement.subscope.scope),
description=statement.subscope.description or None,
)
elif type_ == "compound":
return rd.CompoundStatement(
type=statement.compound.type,
description=statement.compound.description or None,
)
else:
assert_never(type_)
def feature_from_pb2(f: capa_pb2.FeatureNode) -> frzf.Feature:
type_ = f.WhichOneof("feature")
# mypy gets angry below because ff may have a different type in each branch,
# even though we don't use ff outside each branch.
# so we just let mypy know that ff might be any type to silence that warning.
# upstream issue: https://github.com/python/mypy/issues/6233
ff: Any
if type_ == "os":
ff = f.os
return frzf.OSFeature(os=ff.os, description=ff.description or None)
elif type_ == "arch":
ff = f.arch
return frzf.ArchFeature(arch=ff.arch, description=ff.description or None)
elif type_ == "format":
ff = f.format
return frzf.FormatFeature(format=ff.format, description=ff.description or None)
elif type_ == "match":
ff = f.match
return frzf.MatchFeature(match=ff.match, description=ff.description or None)
elif type_ == "characteristic":
ff = f.characteristic
return frzf.CharacteristicFeature(characteristic=ff.characteristic, description=ff.description or None)
elif type_ == "export":
ff = f.export
return frzf.ExportFeature(export=ff.export, description=ff.description or None)
elif type_ == "import_":
ff = f.import_
return frzf.ImportFeature(import_=ff.import_, description=ff.description or None) # type: ignore
# Mypy is unable to recognize `import_` as an argument
elif type_ == "section":
ff = f.section
return frzf.SectionFeature(section=ff.section, description=ff.description or None)
elif type_ == "function_name":
ff = f.function_name
return frzf.FunctionNameFeature(function_name=ff.function_name, description=ff.description or None) # type: ignore
elif type_ == "substring":
ff = f.substring
return frzf.SubstringFeature(substring=ff.substring, description=ff.description or None)
elif type_ == "regex":
ff = f.regex
return frzf.RegexFeature(regex=ff.regex, description=ff.description or None)
elif type_ == "string":
ff = f.string
return frzf.StringFeature(string=ff.string, description=ff.description or None)
elif type_ == "class_":
ff = f.class_
return frzf.ClassFeature(class_=ff.class_, description=ff.description or None) # type: ignore
# Mypy is unable to recognize `class_` as an argument due to aliasing
elif type_ == "namespace":
ff = f.namespace
return frzf.NamespaceFeature(namespace=ff.namespace, description=ff.description or None)
elif type_ == "api":
ff = f.api
return frzf.APIFeature(api=ff.api, description=ff.description or None)
elif type_ == "property_":
ff = f.property_
return frzf.PropertyFeature(property=ff.property_, access=ff.access or None, description=ff.description or None)
elif type_ == "number":
ff = f.number
return frzf.NumberFeature(number=number_from_pb2(ff.number), description=ff.description or None)
elif type_ == "bytes":
ff = f.bytes
return frzf.BytesFeature(bytes=ff.bytes, description=ff.description or None)
elif type_ == "offset":
ff = f.offset
return frzf.OffsetFeature(offset=int_from_pb2(ff.offset), description=ff.description or None)
elif type_ == "mnemonic":
ff = f.mnemonic
return frzf.MnemonicFeature(mnemonic=ff.mnemonic, description=ff.description or None)
elif type_ == "operand_number":
ff = f.operand_number
return frzf.OperandNumberFeature(
index=ff.index, operand_number=number_from_pb2(ff.operand_number), description=ff.description or None
) # type: ignore
elif type_ == "operand_offset":
ff = f.operand_offset
return frzf.OperandOffsetFeature(
index=ff.index, operand_offset=int_from_pb2(ff.operand_offset), description=ff.description or None
) # type: ignore
# Mypy is unable to recognize `operand_offset` as an argument due to aliasing
elif type_ == "basic_block":
ff = f.basic_block
return frzf.BasicBlockFeature(description=ff.description or None)
else:
assert_never(type_)
def match_from_pb2(match: capa_pb2.Match) -> rd.Match:
children = list(map(match_from_pb2, match.children))
locations = list(map(addr_from_pb2, match.locations))
node_type = match.WhichOneof("node")
if node_type == "statement":
return rd.Match(
success=match.success,
node=rd.StatementNode(statement=statement_from_pb2(match.statement)),
children=tuple(children),
locations=tuple(locations),
captures={},
)
elif node_type == "feature":
return rd.Match(
success=match.success,
node=rd.FeatureNode(feature=feature_from_pb2(match.feature)),
children=tuple(children),
locations=tuple(locations),
captures={capture: tuple(map(addr_from_pb2, locs.address)) for capture, locs in match.captures.items()},
)
else:
assert_never(node_type)
def attack_from_pb2(pb: capa_pb2.AttackSpec) -> rd.AttackSpec:
return rd.AttackSpec(
parts=tuple(pb.parts),
tactic=pb.tactic,
technique=pb.technique,
subtechnique=pb.subtechnique,
id=pb.id,
)
def mbc_from_pb2(pb: capa_pb2.MBCSpec) -> rd.MBCSpec:
return rd.MBCSpec(
parts=tuple(pb.parts),
objective=pb.objective,
behavior=pb.behavior,
method=pb.method,
id=pb.id,
)
def maec_from_pb2(pb: capa_pb2.MaecMetadata) -> rd.MaecMetadata:
return rd.MaecMetadata(
analysis_conclusion=pb.analysis_conclusion or None,
analysis_conclusion_ov=pb.analysis_conclusion_ov or None,
malware_family=pb.malware_family or None,
malware_category=pb.malware_category or None,
malware_category_ov=pb.malware_category_ov or None,
) # type: ignore
# Mypy is unable to recognise arguments due to alias
def rule_metadata_from_pb2(pb: capa_pb2.RuleMetadata) -> rd.RuleMetadata:
return rd.RuleMetadata(
name=pb.name,
namespace=pb.namespace or None,
authors=tuple(pb.authors),
scope=scope_from_pb2(pb.scope),
attack=tuple([attack_from_pb2(attack) for attack in pb.attack]),
mbc=tuple([mbc_from_pb2(mbc) for mbc in pb.mbc]),
references=tuple(pb.references),
examples=tuple(pb.examples),
description=pb.description,
lib=pb.lib,
is_subscope_rule=pb.is_subscope_rule,
maec=maec_from_pb2(pb.maec),
) # type: ignore
# Mypy is unable to recognise `attack` and `is_subscope_rule` as arguments due to alias
def doc_from_pb2(doc: capa_pb2.ResultDocument) -> rd.ResultDocument:
rule_matches: Dict[str, rd.RuleMatches] = {}
for rule_name, matches in doc.rules.items():
m = rd.RuleMatches(
meta=rule_metadata_from_pb2(matches.meta),
source=matches.source,
matches=tuple([(addr_from_pb2(pair.address), match_from_pb2(pair.match)) for pair in matches.matches]),
)
rule_matches[rule_name] = m
return rd.ResultDocument(meta=metadata_from_pb2(doc.meta), rules=rule_matches)

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