Free Record-Level Privacy Risk Evaluation Through Artifact-Based Methods

Joseph Pollock, Igor Shilov, Euodia Dodd +1

Membership inference attacks (MIAs) are widely used to empirically assess privacy risks in machine learning models, both providing model-level vulnerability metrics and identifying…