| Name | csle-attack-profiler JSON |
| Version |
0.7.4
JSON |
| download |
| home_page | None |
| Summary | Library with MITRE attack profiler for CSLE |
| upload_time | 2025-01-12 06:41:01 |
| maintainer | None |
| docs_url | None |
| author | Bength Pappila |
| requires_python | >=3.8 |
| license | ## creative commons # Attribution-ShareAlike 4.0 International Creative Commons Corporation (“Creative Commons”) is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an “as-is” basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. ### Using Creative Commons Public Licenses Creative Commons public licenses provide a standard set of terms and conditions that creators and other rights holders may use to share original works of authorship and other material subject to copyright and certain other rights specified in the public license below. 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[More considerations for licensors](http://wiki.creativecommons.org/Considerations_for_licensors_and_licensees#Considerations_for_licensors). * __Considerations for the public:__ By using one of our public licenses, a licensor grants the public permission to use the licensed material under specified terms and conditions. If the licensor’s permission is not necessary for any reason–for example, because of any applicable exception or limitation to copyright–then that use is not regulated by the license. Our licenses grant only permissions under copyright and certain other rights that a licensor has authority to grant. Use of the licensed material may still be restricted for other reasons, including because others have copyright or other rights in the material. A licensor may make special requests, such as asking that all changes be marked or described. Although not required by our licenses, you are encouraged to respect those requests where reasonable. [More considerations for the public](http://wiki.creativecommons.org/Considerations_for_licensors_and_licensees#Considerations_for_licensees). ## Creative Commons Attribution-ShareAlike 4.0 International Public License By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution-ShareAlike 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions. ### Section 1 – Definitions. a. __Adapted Material__ means material subject to Copyright and Similar Rights that is derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified in a manner requiring permission under the Copyright and Similar Rights held by the Licensor. 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For purposes of this Public License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights. e. __Effective Technological Measures__ means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements. f. __Exceptions and Limitations__ means fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material. g. __License Elements__ means the license attributes listed in the name of a Creative Commons Public License. The License Elements of this Public License are Attribution and ShareAlike. h. __Licensed Material__ means the artistic or literary work, database, or other material to which the Licensor applied this Public License. i. __Licensed Rights__ means the rights granted to You subject to the terms and conditions of this Public License, which are limited to all Copyright and Similar Rights that apply to Your use of the Licensed Material and that the Licensor has authority to license. j. __Licensor__ means the individual(s) or entity(ies) granting rights under this Public License. k. __Share__ means to provide material to the public by any means or process that requires permission under the Licensed Rights, such as reproduction, public display, public performance, distribution, dissemination, communication, or importation, and to make material available to the public including in ways that members of the public may access the material from a place and at a time individually chosen by them. l. __Sui Generis Database Rights__ means rights other than copyright resulting from Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, as amended and/or succeeded, as well as other essentially equivalent rights anywhere in the world. m. __You__ means the individual or entity exercising the Licensed Rights under this Public License. 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The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed. b. Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this Public License.t stated herein are separate from and independent of the terms and conditions of this Public License. ### Section 8 – Interpretation. a. For the avoidance of doubt, this Public License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this Public License. b. To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions. c. No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor. d. Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority. ``` Creative Commons is not a party to its public licenses. Notwithstanding, Creative Commons may elect to apply one of its public licenses to material it publishes and in those instances will be considered the “Licensor.” Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at [creativecommons.org/policies](http://creativecommons.org/policies), Creative Commons does not authorize the use of the trademark “Creative Commons” or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org ``` ## Disclaimer All code and software in this repository is for Educational purpose ONLY. Do not use it without permission. The usual disclaimer applies, especially the fact that me (Kim Hammar) is not liable for any damages caused by direct or indirect use of the information or functionality provided by these programs. The author or any Internet provider bears NO responsibility for content or misuse of these programs or any derivatives thereof. By using these programs you accept the fact that any damage (dataloss, system crash, system compromise, etc.) caused by the use of these programs is not Kim Hammar's responsibility. |
| keywords |
reinforcement-learning
cyber-security
markov-games
markov-decision-processes
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# `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
```bash
# 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:
```bash
make install_dev
```
or
```bash
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](https://limmen.dev/csle/docs/csle-attack-profiler)
### Generate API Documentation
First make sure that the `CSLE_HOME` environment variable is set:
```bash
echo $CSLE_HOME
```
Then generate the documentation with the commands:
```bash
cd docs
sphinx-apidoc -f -o source/ ../src/csle_attack_profiler/
make html
```
To update the official documentation at [https://limmen.dev/csle](https://limmen.dev/csle),
copy the generated HTML files to the documentation folder:
```bash
cp -r build/html ../../../../docs/_docs/csle-attack-profiler
```
To run all documentation commands at once, use the command:
```bash
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:
```bash
tox
# or (equivalently):
make tests
```
## Create a new release and publish to PyPi
First build the package by executing:
```bash
python3 -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:
```bash
python3 -m twine upload dist/*
# or (equivalently)
make push
```
To run all commands for the release at once, execute:
```bash
make release
```
## Author & Maintainer
Bength Pappila <brpa@kth.se>
## Copyright and license
[LICENSE](LICENSE.md)
Creative Commons
(C) 2024, Bength Pappila
Raw data
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"name": "csle-attack-profiler",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.8",
"maintainer_email": "Kim Hammar <kimham@kth.se>",
"keywords": "Reinforcement-Learning, Cyber-Security, Markov-Games, Markov-Decision-Processes",
"author": "Bength Pappila",
"author_email": "brpa@kth.se",
"download_url": "https://files.pythonhosted.org/packages/c9/77/7376c1b27429249ed35e183f62cfc250172f61928db7f0b448e12f1e9796/csle_attack_profiler-0.7.4.tar.gz",
"platform": "unix",
"description": "# `csle-attack-profiler`\n\nScripts and programs to profile attacks, attack sequences, and a probabilistic HMM profiler \nusing data from the csle platform, profiling attacks to MITRE ATT&CK techniques, and tactics.\n\n[![PyPI version]] 0.5.1\n![PyPI - Downloads] (https://pypi.org/project/csle-attack-profiler/)\n\n## Requirements\n\n- Python 3.8+\n- `csle-common`\n- `csle-base`\n- `mitreattack-python`\n\n\n## Development Requirement`\n\n- Python 3.8+\n- `flake8` (for linting)\n- `flake8-rst-docstrings` (for linting docstrings)\n- `tox` (for automated testing)\n- `pytest` (for unit tests)\n- `pytest-cov` (for unit test coverage)\n- `mypy` (for static typing)\n- `mypy-extensions` (for static typing)\n- `mypy-protobuf` (for static typing)\n- `types-PyYaml` (for static typing)\n- `types-paramiko` (for static typing)\n- `types-protobuf` (for static typing)\n- `types-requests` (for static typing)\n- `types-urllib3` (for static typing)\n- `sphinx` (for API documentation)\n- `sphinxcontrib-napoleon` (for API documentation)\n- `sphinx-rtd-theme` (for API documentation)\n- `pytest-mock` (for mocking tests)\n- `pytest-grpc` (for grpc tests)\n\n## Installation\n\n```bash\n# install from pip\npip install csle-attack-profiler==<version>\n# local install from source\n$ pip install -e csle-attack-profiler\n# or (equivalently):\nmake install\n# force upgrade deps\n$ pip install -e csle-attack-profiler --upgrade\n# git clone and install from source\ngit clone https://github.com/Limmen/csle\ncd csle/simulation-system/libs/csle-attack-profiler\npip3 install -e .\n# Install development dependencies\n$ pip install -r requirements_dev.txt\n```\n\n### Development tools \n\nInstall all development tools at once:\n```bash\nmake install_dev\n```\nor\n```bash\npip install -r requirements_dev.txt\n```\n## API documentation\n\nThis section contains instructions for generating API documentation using `sphinx`.\n\n### Latest Documentation\n\nThe latest documentation is available at [https://limmen.dev/csle/docs/csle-attack-profiler](https://limmen.dev/csle/docs/csle-attack-profiler)\n\n### Generate API Documentation\n\nFirst make sure that the `CSLE_HOME` environment variable is set:\n```bash\necho $CSLE_HOME\n```\nThen generate the documentation with the commands:\n```bash\ncd docs\nsphinx-apidoc -f -o source/ ../src/csle_attack_profiler/\nmake html\n```\nTo update the official documentation at [https://limmen.dev/csle](https://limmen.dev/csle), \ncopy the generated HTML files to the documentation folder:\n```bash\ncp -r build/html ../../../../docs/_docs/csle-attack-profiler\n```\n\nTo run all documentation commands at once, use the command:\n```bash\nmake docs\n```\n\n## Static code analysis\n\nTo run the Python linter, execute the following command:\n```\nflake8 .\n# or (equivalently):\nmake lint\n```\n\nTo run the mypy type checker, execute the following command:\n```\nmypy .\n# or (equivalently):\nmake types\n```\n\n## Unit tests\n\nTo run the unit tests, execute the following command:\n```\npytest\n# or (equivalently):\nmake unit_tests\n```\n\nTo run tests of a specific test suite, execute the following command:\n```\npytest -k \"ClassName\"\n```\n\nTo generate a coverage report, execute the following command:\n```\npytest --cov=csle_attack_profiler\n```\n\n## Run tests and code analysis in different python environments\n\nTo run tests and code analysis in different python environments, execute the following command:\n\n```bash\ntox\n# or (equivalently):\nmake tests\n```\n\n## Create a new release and publish to PyPi\n\nFirst build the package by executing:\n```bash\npython3 -m build\n# or (equivalently)\nmake build\n```\nAfter running the command above, the built package is available at `./dist`.\n\nPush the built package to PyPi by running:\n```bash\npython3 -m twine upload dist/*\n# or (equivalently)\nmake push\n```\n\nTo run all commands for the release at once, execute:\n```bash\nmake release\n```\n\n## Author & Maintainer\n\nBength Pappila <brpa@kth.se>\n\n## Copyright and license\n\n[LICENSE](LICENSE.md)\n\nCreative Commons\n\n(C) 2024, Bength Pappila\n\n",
"bugtrack_url": null,
"license": "## creative commons # Attribution-ShareAlike 4.0 International Creative Commons Corporation (\u201cCreative Commons\u201d) is not a law firm and does not provide legal services or legal advice. Distribution of Creative Commons public licenses does not create a lawyer-client or other relationship. Creative Commons makes its licenses and related information available on an \u201cas-is\u201d basis. Creative Commons gives no warranties regarding its licenses, any material licensed under their terms and conditions, or any related information. Creative Commons disclaims all liability for damages resulting from their use to the fullest extent possible. ### Using Creative Commons Public Licenses Creative Commons public licenses provide a standard set of terms and conditions that creators and other rights holders may use to share original works of authorship and other material subject to copyright and certain other rights specified in the public license below. The following considerations are for informational purposes only, are not exhaustive, and do not form part of our licenses. * __Considerations for licensors:__ Our public licenses are intended for use by those authorized to give the public permission to use material in ways otherwise restricted by copyright and certain other rights. Our licenses are irrevocable. Licensors should read and understand the terms and conditions of the license they choose before applying it. Licensors should also secure all rights necessary before applying our licenses so that the public can reuse the material as expected. Licensors should clearly mark any material not subject to the license. This includes other CC-licensed material, or material used under an exception or limitation to copyright. [More considerations for licensors](http://wiki.creativecommons.org/Considerations_for_licensors_and_licensees#Considerations_for_licensors). * __Considerations for the public:__ By using one of our public licenses, a licensor grants the public permission to use the licensed material under specified terms and conditions. If the licensor\u2019s permission is not necessary for any reason\u2013for example, because of any applicable exception or limitation to copyright\u2013then that use is not regulated by the license. Our licenses grant only permissions under copyright and certain other rights that a licensor has authority to grant. Use of the licensed material may still be restricted for other reasons, including because others have copyright or other rights in the material. A licensor may make special requests, such as asking that all changes be marked or described. Although not required by our licenses, you are encouraged to respect those requests where reasonable. [More considerations for the public](http://wiki.creativecommons.org/Considerations_for_licensors_and_licensees#Considerations_for_licensees). ## Creative Commons Attribution-ShareAlike 4.0 International Public License By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution-ShareAlike 4.0 International Public License (\"Public License\"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions. ### Section 1 \u2013 Definitions. a. __Adapted Material__ means material subject to Copyright and Similar Rights that is derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified in a manner requiring permission under the Copyright and Similar Rights held by the Licensor. For purposes of this Public License, where the Licensed Material is a musical work, performance, or sound recording, Adapted Material is always produced where the Licensed Material is synched in timed relation with a moving image. b. __Adapter's License__ means the license You apply to Your Copyright and Similar Rights in Your contributions to Adapted Material in accordance with the terms and conditions of this Public License. c. __BY-SA Compatible License__ means a license listed at [creativecommons.org/compatiblelicenses](http://creativecommons.org/compatiblelicenses), approved by Creative Commons as essentially the equivalent of this Public License. d. __Copyright and Similar Rights__ means copyright and/or similar rights closely related to copyright including, without limitation, performance, broadcast, sound recording, and Sui Generis Database Rights, without regard to how the rights are labeled or categorized. For purposes of this Public License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights. e. __Effective Technological Measures__ means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements. f. __Exceptions and Limitations__ means fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material. g. __License Elements__ means the license attributes listed in the name of a Creative Commons Public License. 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To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions. c. No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor. d. Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority. ``` Creative Commons is not a party to its public licenses. Notwithstanding, Creative Commons may elect to apply one of its public licenses to material it publishes and in those instances will be considered the \u201cLicensor.\u201d Except for the limited purpose of indicating that material is shared under a Creative Commons public license or as otherwise permitted by the Creative Commons policies published at [creativecommons.org/policies](http://creativecommons.org/policies), Creative Commons does not authorize the use of the trademark \u201cCreative Commons\u201d or any other trademark or logo of Creative Commons without its prior written consent including, without limitation, in connection with any unauthorized modifications to any of its public licenses or any other arrangements, understandings, or agreements concerning use of licensed material. For the avoidance of doubt, this paragraph does not form part of the public licenses. Creative Commons may be contacted at creativecommons.org ``` ## Disclaimer All code and software in this repository is for Educational purpose ONLY. Do not use it without permission. The usual disclaimer applies, especially the fact that me (Kim Hammar) is not liable for any damages caused by direct or indirect use of the information or functionality provided by these programs. The author or any Internet provider bears NO responsibility for content or misuse of these programs or any derivatives thereof. By using these programs you accept the fact that any damage (dataloss, system crash, system compromise, etc.) caused by the use of these programs is not Kim Hammar's responsibility.",
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