FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

Kaiyuan Zhang 0002, Guanhong Tao, Qiuling Xu, Siyuan Cheng 0005, Shengwei An, Yingqi Liu, Shiwei Feng 0002, Guangyu Shen, Pin-Yu Chen, ShiQing Ma, Xiangyu Zhang 0001. FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{0002TX0AL0SCM023,
  title = {FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning},
  author = {Kaiyuan Zhang 0002 and Guanhong Tao and Qiuling Xu and Siyuan Cheng 0005 and Shengwei An and Yingqi Liu and Shiwei Feng 0002 and Guangyu Shen and Pin-Yu Chen and ShiQing Ma and Xiangyu Zhang 0001},
  year = {2023},
  url = {https://openreview.net/pdf?id=Xo2E217_M4n},
  researchr = {https://researchr.org/publication/0002TX0AL0SCM023},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}