Federated Learning with Local Differential Privacy: Trade-Offs Between Privacy, Utility, and Communication

Muah Kim, Onur Günlü, Rafael F. Schaefer. Federated Learning with Local Differential Privacy: Trade-Offs Between Privacy, Utility, and Communication. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021. pages 2650-2654, IEEE, 2021. [doi]

Abstract

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