Karar Talal and Rand Muaffaq Hadi 2026. Federated Learning-Based Secure Intrusion Detection Framework for Edge-IoT Communication Systems. International Journal of Computers and Informatics. 5, 6 (Jun. 2026). DOI:https://doi.org/10.59992/IJCI.2026.v5n6p2.