Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense

Qilei Li, Ahmed M. Abdelmoniem

Federated Learning (FL) is a distributed machine learning diagram that enables multiple clients to collaboratively train a global model without sharing their private local data. Ho…