Hierarchical Federated Learning-Based Intrusion Detection for In-Vehicle Networks. - Muzun Althunayyan; Amir Javed; Omer F. Rana; Theodoros Spyridopoulos (Future Internet, 2024)

A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning. - Muzun Althunayyan; Amir Javed; Omer F. Rana (Veh. Commun., 2024)

A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network. - Muzun Althunayyan; Amir Javed; Omer F. Rana (CoRR, 2025)