Jing-Cheng Song

Hierarchical Federated Class-Incremental Learning with Client-Local Replay for Industrial IoT Intrusion Detection

Industrial Internet of Things (IIoT) environments face continuously evolving cyber threats, creating a need for network intrusion detection systems (NIDS) that can adapt to emerging attack classes. Hierarchical Federated Learning (HFL) is well suited to IIoT intrusion detection because it enables collaborative training...