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

Beyond Passive Aggregation: Active Auditing and Topology-Aware Defense in Decentralized Federated Learning explores An active auditing framework for decentralized federated learning that proactively detects and mitigates stealthy backdoor attacks.. Commercial viability score: 4/10 in Federated Learning Security.