FLCert: Provably Secure Federated Learning Against Poisoning Attacks

Xiaoyu Cao, Zaixi Zhang, Jinyuan Jia, Neil Zhenqiang Gong. FLCert: Provably Secure Federated Learning Against Poisoning Attacks. IEEE Transactions on Information Forensics and Security, 17:3691-3705, 2022. [doi]

@article{CaoZJG22,
  title = {FLCert: Provably Secure Federated Learning Against Poisoning Attacks},
  author = {Xiaoyu Cao and Zaixi Zhang and Jinyuan Jia and Neil Zhenqiang Gong},
  year = {2022},
  doi = {10.1109/TIFS.2022.3212174},
  url = {https://doi.org/10.1109/TIFS.2022.3212174},
  researchr = {https://researchr.org/publication/CaoZJG22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {17},
  pages = {3691-3705},
}