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PerCBA: Persistent Clean-label Backdoor Attacks on Semi-Supervised Graph Node Classification

Xiao Yang, Gaolei Li, Chaofeng Zhang, Meng Han, Wu Yang. PerCBA: Persistent Clean-label Backdoor Attacks on Semi-Supervised Graph Node Classification. In Gabriel Pedroza, Xiaowei Huang 0001, Xin Cynthia Chen, Andreas Theodorou, Huáscar Espinoza, Nikolaos Matragkas, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, David M. Bossens, Bettina Könighofer, Sebastian Tschiatschek, Anqi Liu, editors, Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), Macau, China, August 21-22, 2023. Volume 3505 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Authors

Xiao Yang

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Gaolei Li

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Chaofeng Zhang

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Meng Han

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Wu Yang

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