A Unified Perspective on Adversarial Membership Manipulation in Vision Models

Ruize Gao, Kaiwen Zhou, Yongqiang Chen +1

Membership inference attacks (MIAs) aim to determine whether a specific data point was part of a model's training set, serving as effective tools for evaluating privacy leakage of…