Harnessing Machine Learning for Enhanced Internet of Things (IoT) Security and Attack Detection. - Md Ahnaf Akif; Ismail Butun; Imad Mahgoub (ISNCC, 2024)

Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset. - Md Ahnaf Akif; Ismail Butun; Andre Williams; Imadeldin Mahgoub (CoRR, 2025)

Binary and Multi-Class Intrusion Detection in IoT Using Standalone and Hybrid Machine and Deep Learning Models. - Md Ahnaf Akif (CoRR, 2025)