Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets

Florian Tramèr, Reza Shokri, Ayrton San Joaquin, Hoang Le, Matthew Jagielski, Sanghyun Hong 0001, Nicholas Carlini. Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets. 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 2779-2792, ACM, 2022. [doi]

Abstract

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