Membership Inference Attacks and Generalization: A Causal Perspective

1 code implementation • 18 Sep 2022 • Teodora Baluta, Shiqi Shen, S. Hitarth, Shruti Tople, Prateek Saxena

Our causal models also show a new connection between generalization and MI attacks via their shared causal factors.