How to Combine Membership-Inference Attacks on Multiple Updated Models

Matthew Jagielski, Stanley Wu, Alina Oprea +2

A large body of research has shown that machine learning models are vulnerable to membership inference (MI) attacks that violate the privacy of the participants in the training dat…