SoK: Taming the Triangle--On the Interplays between Fairness, Interpretability and Privacy...

[PDF] arxiv.org

A survey of privacy-preserving model explanations: Privacy risks, attacks, and countermeasures

TT Nguyen, TT Huynh, Z Ren, TT Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
As the adoption of explainable AI (XAI) continues to expand, the urgency to address its
privacy implications intensifies. Despite a growing corpus of research in AI privacy and …
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