Evaluating Membership Inference Attacks in heterogeneous-data setups

Bram van Dartel, Marc Damie, Florian Hahn

Among all privacy attacks against Machine Learning (ML), membership inference attacks (MIA) attracted the most attention. In these attacks, the attacker is given an ML model and a…