Search Results for author: Mishaal Kazmi

Found 1 papers, 0 papers with code

PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining

no code implementations12 Feb 2024 Mishaal Kazmi, Hadrien Lautraite, Alireza Akbari, Mauricio Soroco, Qiaoyue Tang, Tao Wang, Sébastien Gambs, Mathias Lécuyer

We introduce a privacy auditing scheme for ML models that relies on membership inference attacks using generated data as "non-members".

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