MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples

Jinyuan Jia, Ahmed Salem, Michael Backes, Yang Zhang, Neil Zhenqiang Gong. MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. In Lorenzo Cavallaro, Johannes Kinder, Xiaofeng Wang 0001, Jonathan Katz, editors, Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, CCS 2019, London, UK, November 11-15, 2019. pages 259-274, ACM, 2019. [doi]

Abstract

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