ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models

Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem 0001, Zhikun Zhang 0001, Michael Backes 0001, Emiliano De Cristofaro, Mario Fritz, Yang Zhang 0016. ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. In Kevin R. B. Butler, Kurt Thomas, editors, 31st USENIX Security Symposium, USENIX Security 2022, Boston, MA, USA, August 10-12, 2022. pages 4525-4542, USENIX Association, 2022. [doi]

Abstract

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