BackDFL: A Unified Benchmark For Backdoor Attacks and Defenses In Decentralized Federated Learning

Mouhamed Amine Bouchiha, Gregory Blanc, Yufei Han

Decentralized Federated Learning (DFL) promises trust-free collaborative learning by replacing the centralized parameter server with peer-to-peer model exchange. However, this arch…