Local Differential Privacy for Federated Learning with Fixed Memory Usage and Per-Client Privacy

Rouzbeh Behnia, Jeremiah Birrell, Arman Riasi +3

Federated learning (FL) enables organizations to collaboratively train models without sharing their datasets. Despite this advantage, recent studies show that both client updates a…