Zeyuan Liu

Oblivion: Poisoning Federated Learning by Inducing Catastrophic Forgetting

2023

Federated learning is exposed to model poisoning attacks as compromised clients may submit malicious model updates to pollute the global model. To defend against such attacks, robust aggregation rules are designed for the centralized server …