Towards Understanding How Self-training Tolerates Data Backdoor Poisoning

Soumyadeep Pal, Ren Wang 0008, Yuguang Yao, Sijia Liu 0001. Towards Understanding How Self-training Tolerates Data Backdoor Poisoning. In Gabriel Pedroza, Xiaowei Huang 0001, Xin Cynthia Chen, Andreas Theodorou, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023. Volume 3381 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Abstract

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