A federated learning-benchmarking framework for privacy-preserving UAV intrusion detection using adaptive aggregation algorithms (Scientific Reports, Q1)

Ms. Bithi, Tahani Alsubait, Amani Ibraheem, Md. Emran Masud & Md. Alamgir Hossain

Residual-aware lightweight deep learning framework for high-fidelity intrusion detection in UAV swarm networks (Scientific Reports, Q1)

Jianghua Wang, Tahani Alsubait, Ahmad Subhi Salem Mufleh & Md. Alamgir Hossain

A new adaptive federated learning approach for privacy preserving UAV anomaly detection under non-IID distributions (Scientific Reports, Q1)

Ms Bithi, Md. Emran Masud & Md. Alamgir Hossain

A novel unified lightweight temporal-spatial transformer approach for intrusion detection in drone networks (Scientific Reports, Q1)

Tarun Kumar Biswas, Ashrafun Zannat, Waqas Ishtiaq, Md. Alamgir Hossain

An Ensemble Learning Approach for Multi-Class Intrusion Detection with Comparative Performance and Explainability Analysis (International IEEE Conference)

Md. Shafiqul Islam, Md. Alamgir Hossain, Md. Samiul Islam

Advanced explainable ensemble models for multi-class intrusion detection in heterogeneous drone and industrial networks (Journal on Information Security, Q2)

Md. Shafiqul Islam, Faraz Ahmed, Waqas Ishtiaq, Md. Alamgir Hossain, Md. Samiul Islam, Muhammad Masud Tarek