FedEMA-Distill: Exponential Moving Average Guided Knowledge Distillation for Robust Federated Learning

Hamza Reguieg, Mohamed El Kamili, Essaid Sabir

Federated learning (FL) often degrades when clients hold heterogeneous non-Independent and Identically Distributed (non-IID) data and when some clients behave adversarially, leadin…