ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning

Zhuoran Ma, Jianfeng Ma 0001, Yinbin Miao, Yingjiu Li, Robert H. Deng. ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning. IEEE Transactions on Information Forensics and Security, 17:1639-1654, 2022. [doi]

@article{MaMMLD22,
  title = {ShieldFL: Mitigating Model Poisoning Attacks in Privacy-Preserving Federated Learning},
  author = {Zhuoran Ma and Jianfeng Ma 0001 and Yinbin Miao and Yingjiu Li and Robert H. Deng},
  year = {2022},
  doi = {10.1109/TIFS.2022.3169918},
  url = {https://doi.org/10.1109/TIFS.2022.3169918},
  researchr = {https://researchr.org/publication/MaMMLD22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {17},
  pages = {1639-1654},
}