AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification

Zirui Gong, Liyue Shen, Yanjun Zhang +4

The collaborative nature of federated learning (FL) poses a major threat in the form of manipulation of local training data and local updates, known as the Byzantine poisoning atta…