LeakBoost: Perceptual-Loss-Based Membership Inference Attack

Amit Kravchik Taub, Fred M. Grabovski, Guy Amit +1

Membership inference attacks (MIAs) aim to determine whether a sample was part of a model's training set, posing serious privacy risks for modern machine-learning systems. Existing…