PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation

Yuchen Yang, Bo Hui, Haolin Yuan, Neil Zhenqiang Gong, Yinzhi Cao. PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 1595-1612, USENIX Association, 2023. [doi]

@inproceedings{YangHYGC23,
  title = {PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation},
  author = {Yuchen Yang and Bo Hui and Haolin Yuan and Neil Zhenqiang Gong and Yinzhi Cao},
  year = {2023},
  url = {https://www.usenix.org/conference/usenixsecurity23/presentation/yang-yuchen},
  researchr = {https://researchr.org/publication/YangHYGC23},
  cites = {0},
  citedby = {0},
  pages = {1595-1612},
  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},
}