csle-attack-profiler

csle-attack-profiler

Scripts and programs to profile attacks, attack sequences, and a probabilistic HMM profiler using data from the csle platform, profiling attacks to MITRE ATT&CK techniques, and tactics.

[![PyPI version]] 0.5.1 ![PyPI - Downloads] (https://pypi.org/project/csle-attack-profiler/)

Requirements

• Python 3.8+
• csle-common
• csle-base
• mitreattack-python

Development Requirement`

• Python 3.8+
• flake8 (for linting)
• flake8-rst-docstrings (for linting docstrings)
• tox (for automated testing)
• pytest (for unit tests)
• pytest-cov (for unit test coverage)
• mypy (for static typing)
• mypy-extensions (for static typing)
• mypy-protobuf (for static typing)
• types-PyYaml (for static typing)
• types-paramiko (for static typing)
• types-protobuf (for static typing)
• types-requests (for static typing)
• types-urllib3 (for static typing)
• sphinx (for API documentation)
• sphinxcontrib-napoleon (for API documentation)
• sphinx-rtd-theme (for API documentation)
• pytest-mock (for mocking tests)
• pytest-grpc (for grpc tests)

Installation

# install from pip
pip install csle-attack-profiler==<version>
# local install from source
$ pip install -e csle-attack-profiler
# or (equivalently):
make install
# force upgrade deps
$ pip install -e csle-attack-profiler --upgrade
# git clone and install from source
git clone https://github.com/Limmen/csle
cd csle/simulation-system/libs/csle-attack-profiler
pip3 install -e .
# Install development dependencies
$ pip install -r requirements_dev.txt

Development tools

Install all development tools at once:

make install_dev

or

pip install -r requirements_dev.txt

API documentation

This section contains instructions for generating API documentation using sphinx.

Latest Documentation

The latest documentation is available at https://limmen.dev/csle/docs/csle-attack-profiler

Generate API Documentation

First make sure that the CSLE_HOME environment variable is set:

echo $CSLE_HOME

Then generate the documentation with the commands:

cd docs
sphinx-apidoc -f -o source/ ../src/csle_attack_profiler/
make html

To update the official documentation at https://limmen.dev/csle, copy the generated HTML files to the documentation folder:

cp -r build/html ../../../../docs/_docs/csle-attack-profiler

To run all documentation commands at once, use the command:

make docs

Static code analysis

To run the Python linter, execute the following command:

flake8 .
# or (equivalently):
make lint

To run the mypy type checker, execute the following command:

mypy .
# or (equivalently):
make types

Unit tests

To run the unit tests, execute the following command:

pytest
# or (equivalently):
make unit_tests

To run tests of a specific test suite, execute the following command:

pytest -k "ClassName"

To generate a coverage report, execute the following command:

pytest --cov=csle_attack_profiler

Run tests and code analysis in different python environments

To run tests and code analysis in different python environments, execute the following command:

tox
# or (equivalently):
make tests

Create a new release and publish to PyPi

First build the package by executing:

python -m build
# or (equivalently)
make build

After running the command above, the built package is available at ./dist.

Push the built package to PyPi by running:

python -m twine upload dist/*
# or (equivalently)
make push

To run all commands for the release at once, execute:

make release

Author & Maintainer

Bength Pappila [e-mail]

Copyright and license

LICENSE

Creative Commons

(C) 2024, Bength Pappila