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]

@inproceedings{Pal0Y023,
  title = {Towards Understanding How Self-training Tolerates Data Backdoor Poisoning},
  author = {Soumyadeep Pal and Ren Wang 0008 and Yuguang Yao and Sijia Liu 0001},
  year = {2023},
  url = {https://ceur-ws.org/Vol-3381/31.pdf},
  researchr = {https://researchr.org/publication/Pal0Y023},
  cites = {0},
  citedby = {0},
  booktitle = {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},
  editor = {Gabriel Pedroza and Xiaowei Huang 0001 and Xin Cynthia Chen and Andreas Theodorou and José Hernández-Orallo and Mauricio Castillo-Effen and Richard Mallah and John A. McDermid},
  volume = {3381},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}