Ahmad Wali Noori

Continual Federated Learning for Network Intrusion Detection: An Open-Index Systematic Map

Purpose: Continual federated learning (FCL) combines decentralized model updating with sequential adaptation, but network-intrusion studies use incompatible definitions of drift, retention, and evaluation. This open-index systematic map examines how such systems operationalize non-stationarity, preserve earlier knowled...