ATLAS-FL: Active Timing-Adversary-Resilient Secure Aggregation for Gateway-Assisted IoT, IIoT, and IoMT Federated Intrusion Detection
Federated learning (FL) enables distributed intrusion detection without centralizing raw Internet of Things (IoT), Industrial IoT (IIoT), or Internet of Medical Things (IoMT) traffic. Secure aggregation protects update contents, but it does not authenticate the temporal context in which a protected contribution is admi...