Intrusion detection in IoT networks using machine learning and deep learning approaches for MitM attack mitigation. - Muhanna Ahmed Ali; Salah Alawi Hussein Al-Sharafi (Discov. Internet Things, 2025)

Entropy-guided meta-learning defense against data poisoning attacks in blockchain-assisted federated learning. - Waheeb Algethami; Guowei Wu; Faisal Alshami; Muhanna Ahmed Ali (Inf. Sci., 2026)