Gradient Obfuscation Gives a False Sense of Security in Federated Learning

Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai. Gradient Obfuscation Gives a False Sense of Security in Federated Learning. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 6381-6398, USENIX Association, 2023. [doi]

@inproceedings{YueJWBD23,
  title = {Gradient Obfuscation Gives a False Sense of Security in Federated Learning},
  author = {Kai Yue and Richeng Jin and Chau-Wai Wong and Dror Baron and Huaiyu Dai},
  year = {2023},
  url = {https://www.usenix.org/conference/usenixsecurity23/presentation/yue},
  researchr = {https://researchr.org/publication/YueJWBD23},
  cites = {0},
  citedby = {0},
  pages = {6381-6398},
  booktitle = {32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023},
  editor = {Joseph A. Calandrino and Carmela Troncoso},
  publisher = {USENIX Association},
}