Sheng Pan, Niansheng Tang

Beyond Passive Aggregation: Active Auditing and Topology-Aware Defense in Decentralized Federated Learning

arXiv:2603.18538v1 Announce Type: new Abstract: Decentralized Federated Learning (DFL) remains highly vulnerable to adaptive backdoor attacks designed to bypass traditional passive defense metrics. To address …