nils-wisiol/pypuf

Cryptanalysis of Physically Unclonable Functions

pypuf: Cryptanalysis of Physically Unclonable Functions

pypuf is a toolbox for simulation, testing, and attacking Physically Unclonable Functions.

Getting Started

Please check out the pypuf hello world in the documentation.

Studies and Results

pypuf is used in a number of PUF-related research projects. If you would like to add your project to the list, please open an issue or send an email. In reverse chronological order:

• 2021, Wisiol: Towards Attack Resilient Arbiter PUF-Based Strong PUFs: Design proposal for the LP-PUF, claimed to mitigate known modeling attacks while having reliable responses.
• 2021, Wisiol et al.: Neural-Network-Based Modeling Attacks on XOR Arbiter PUFs Revisited
• 2020, Wisiol et al.: Splitting the Interpose PUF: A Novel Modeling Attack Strategy: Modeling attacks on the Interpose PUF using Logistic Regression in a Divide-and-Conquer strategy.
• 2020, Wisiol et al.: Short Paper: XOR Arbiter PUFs have Systematic Response Bias: Empirical and theoretical study of XOR Arbiter PUF response bias for unbiased arbiter chains.
• 2019, Wisiol et al.: Breaking the Lightweight Secure PUF: Understanding the Relation of Input Transformations and Machine Learning Resistance: An advanced machine learning attack on the Lightweight Secure PUF.
• 2019, Wisiol et al.: Why Attackers Lose: Design and Security Analysis of Arbitrarily Large XOR Arbiter PUFs: Simulation of the stabiltiy of Majority Vote XOR Arbiter PUFs.

Please check out the archived version of pypuf v1 to find the original code used some of the older projects.

Citation

To refer to pypuf, please use DOI 10.5281/zenodo.3901410. pypuf is published via Zenodo. Please cite this work as

Nils Wisiol, Christoph Gräbnitz, Christopher Mühl, Benjamin Zengin, Tudor Soroceanu, Niklas Pirnay, Khalid T. Mursi, & Adomas Baliuka. pypuf: Cryptanalysis of Physically Unclonable Functions (Version 2, June 2021). Zenodo. https://doi.org/10.5281/zenodo.3901410

or use the following BibTeX:

@software{pypuf,
  author       = {Nils Wisiol and
                  Christoph Gräbnitz and
                  Christopher Mühl and
                  Benjamin Zengin and
                  Tudor Soroceanu and
                  Niklas Pirnay and
                  Khalid T. Mursi and
                  Adomas Baliuka},
  title        = {{pypuf: Cryptanalysis of Physically Unclonable
                   Functions}},
  year         = 2021,
  publisher    = {Zenodo},
  version      = {v2},
  doi          = {10.5281/zenodo.3901410},
  url          = {https://doi.org/10.5281/zenodo.3901410}
}

Contribute

Testing, linting, licensing. When first contributing, make sure to update the author lists in README.md (2x), index.rst of the docs (2x), and CITATION.cff (1x).

Run Tests

1. install sphinx-build xdoctest
2. xdoctest pypuf
3. cd docs
4. make clean
5. make doctest && make html
6. cd to project root
7. python3 -m pytest test

Maintainer: Prepare New Release

1. Make sure author lists are up-to-date.
2. Make sure docs are testing and building without error (see above)
3. Commit all changes
4. Clean up dist/ folder
5. Set up new release version: RELEASE=x.y.z
6. Update version to x.y.z in setup.py and docs/conf.py
7. Commit with message "Release Version vx.y.z": git commit -p -m "Release Version v$RELEASE"
8. Tag commit using git tag -as v$RELEASE -m "Release Version v$RELEASE"
9. If applicable, adjust dev and/or stable tags.
10. Push
    1. branch: git push
    2. tag: git push origin v$RELEASE
11. Set environment variables GITHUB_TOKEN to a GitHub token, TWINE_USERNAME and TWINE_PASSWORD to PyPi credentials.
12. Publish using publish nils-wisiol pypuf
13. At zenodo.org, make sure the author list is up to date.