Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning

1 code implementation • 11 Sep 2023 • Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri

Repeated parameter sharing in federated learning causes significant information leakage about private data, thus defeating its main purpose: data privacy.

Federated Learning Image Classification +1