Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning

Hassan Ali, Surya Nepal, Salil S. Kanhere +1

Recent works have shown that Federated Learning (FL) is vulnerable to backdoor attacks. Existing defenses cluster submitted updates from clients and select the best cluster for agg…