Sortable Privacy-Preserving Explainable AI (PrivEx or PPXAI)

⭐ Link to website: https://awesome-privex.github.io/

⭐ Link to Github repository: https://github.com/tamlhp/awesome-privex

A collection of academic articles, published methodology, and datasets on the subject of Privacy-Preserving Explainable AI.

Please read and cite our paper:

Nguyen, T.T., Huynh, T.T., Ren, Z., Nguyen, T.T., Nguyen, P.L., Yin, H. and Nguyen, Q.V.H., 2024. A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. arXiv preprint arXiv:2404.00673.

Citation

@article{nguyen2024survey,
  title={A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures},
  author={Nguyen, Thanh Tam and Huynh, Thanh Trung and Ren, Zhao and Nguyen, Thanh Toan and Nguyen, Phi Le and Yin, Hongzhi and Nguyen, Quoc Viet Hung},
  journal={arXiv preprint arXiv:2404.00673},
  year={2024}
}