Local Data Quantity-Aware Weighted Averaging for Federated Learning with Dishonest Clients

Leming Wu, Yaochu Jin, Kuangrong Hao +1

Federated learning (FL) enables collaborative training of deep learning models without requiring data to leave local clients, thereby preserving client privacy. The aggregation pro…