One-Bit Model Aggregation for Differentially Private and Byzantine-Robust Personalized Federated Learning

Muhang Lan, Song Xiao, Wenyi Zhang

As the scale of federated learning (FL) systems expands, their inherent performance limitations like communication overhead, Byzantine vulnerability, and privacy leakage have becom…