FiMMIA: scaling semantic perturbation-based membership inference across modalities

Anton Emelyanov, Sergei Kudriashov, Alena Fenogenova

Membership Inference Attacks (MIAs) aim to determine whether a specific data point was included in the training set of a target model. Although there are have been numerous methods…