Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks

Chulin Xie, Yunhui Long, Pin-Yu Chen, Qinbin Li, Sanmi Koyejo, Bo Li. Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks. In Weizhi Meng 0001, Christian Damsgaard Jensen, Cas Cremers, Engin Kirda, editors, Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, CCS 2023, Copenhagen, Denmark, November 26-30, 2023. pages 1511-1525, ACM, 2023. [doi]

Abstract

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