Dapeng Man

Act in Collusion: Distributed Multi-Target Backdoor Attacks in Federated Learning

2024 · arXiv (Cornell University)

Federated learning (FL) is widely used in Internet-of-Things (IoT) systems, but its distributed training process also exposes it to backdoor attacks. Existing studies mainly consider single-target or centralized multi-target settings, while coordinated distributed multi-target attacks …