Digital Forensics based on Federated Learning in IoT Environment. - Hania Mohamed; Nickolaos Koroniotis; Nour Moustafa (ACSW, 2023)

IoT-CAD: A comprehensive Digital Forensics dataset for AI-based Cyberattack Attribution Detection methods in IoT environments. - Hania Mohamed; Nickolaos Koroniotis; Francesco Schiliro; Nour Moustafa (Ad Hoc Networks, 2025)

Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework. - Hania Mohamed; Nickolaos Koroniotis; Nour Moustafa; Francesco Schiliro; Albert Y. Zomaya (IEEE Open J. Commun. Soc., 2025)