On Reliability of Membership Inference Vulnerability Evaluation

Joonas Jälkö, Gauri Pradhan, Ossi Räisä +1

Membership inference attacks (MIAs) are popular methods for empirically assessing the leakage of sensitive information in the training data through models or statistics learned fro…