Xianwei Zhou

FedDynamic: trust-aware secure aggregation for federated learning in dynamic IoT

Federated learning (FL) enables collaborative model training across distributed Internet of Things (IoT) devices while preserving data privacy. However, in dynamic and open IoT environments, untrustworthy clients, adversarial attacks, and insufficient traceability hinder the robustness and security of FL systems. To ad...