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]

Abstract

Abstract is missing.