Observational Auditing of Label Privacy

Iden Kalemaj, Luca Melis, Maxime Boucher +2

Differential privacy (DP) auditing is essential for evaluating privacy guarantees in machine learning systems. Existing auditing methods, however, pose a significant challenge for…