Membership Inference Attacks and Generalization: A Causal Perspective

Teodora Baluta, Shiqi Shen, S. Hitarth, Shruti Tople, Prateek Saxena. Membership Inference Attacks and Generalization: A Causal Perspective. In Heng Yin, Angelos Stavrou, Cas Cremers, Elaine Shi, editors, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022. pages 249-262, ACM, 2022. [doi]

Abstract

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