Detectability in Diversity: Improved Canary Crafting for Privacy Auditing in One Run

Mathieu Dagréou, Aurélien Bellet

Privacy auditing aims to empirically assess privacy leakage in machine learning models using membership inference attacks (MIAs), and to derive lower bounds on differential privacy…