PFL-ALP: Personalized Federated Learning Against Backdoor Attacks via Attention-Based Local Purification

Yifeng Jiang, Xiaochen Yuan, Weiwen Zhang, Wei Ke 0001, Chan-Tong Lam, Sio Kei Im. PFL-ALP: Personalized Federated Learning Against Backdoor Attacks via Attention-Based Local Purification. IEEE Transactions on Information Forensics and Security, 20:12995-13010, 2025. [doi]

@article{JiangYZKLI25,
  title = {PFL-ALP: Personalized Federated Learning Against Backdoor Attacks via Attention-Based Local Purification},
  author = {Yifeng Jiang and Xiaochen Yuan and Weiwen Zhang and Wei Ke 0001 and Chan-Tong Lam and Sio Kei Im},
  year = {2025},
  doi = {10.1109/TIFS.2025.3639936},
  url = {https://doi.org/10.1109/TIFS.2025.3639936},
  researchr = {https://researchr.org/publication/JiangYZKLI25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {20},
  pages = {12995-13010},
}