ScanFed: Scalable Behavior-Based Backdoor Detection in Federated Learning

Rui Ning, Jiang Li, Chunsheng Xin, Chonggang Wang, Xu Li, Robert Gazda, Jin-Hee Cho, Hongyi Wu. ScanFed: Scalable Behavior-Based Backdoor Detection in Federated Learning. In 43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023. pages 782-793, IEEE, 2023. [doi]

@inproceedings{NingLXWLGCW23,
  title = {ScanFed: Scalable Behavior-Based Backdoor Detection in Federated Learning},
  author = {Rui Ning and Jiang Li and Chunsheng Xin and Chonggang Wang and Xu Li and Robert Gazda and Jin-Hee Cho and Hongyi Wu},
  year = {2023},
  doi = {10.1109/ICDCS57875.2023.00011},
  url = {https://doi.org/10.1109/ICDCS57875.2023.00011},
  researchr = {https://researchr.org/publication/NingLXWLGCW23},
  cites = {0},
  citedby = {0},
  pages = {782-793},
  booktitle = {43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-3986-4},
}