A Two-Level Ensemble Learning Framework for Enhancing Network Intrusion Detection Systems. - Osvaldo Arreche; Ismail Bibers; Mustafa Abdallah (IEEE Access, 2024)

E-XAI: Evaluating Black-Box Explainable AI Frameworks for Network Intrusion Detection. - Osvaldo Arreche; Tanish R. Guntur; Jack W. Roberts; Mustafa Abdallah (IEEE Access, 2024)

XAI-based Feature Selection for Improved Network Intrusion Detection Systems. - Osvaldo Arreche; Tanish R. Guntur; Mustafa Abdallah (CoRR, 2024)

A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems. - Ismail Bibers; Osvaldo Arreche; Mustafa Abdallah (CoRR, 2024)

On Evaluating Black-Box Explainable AI Methods for Enhancing Anomaly Detection in Autonomous Driving Systems. - Sazid Nazat; Osvaldo Arreche; Mustafa Abdallah (Sensors, 2024)

A systematic evaluation of white-box explainable AI methods for anomaly detection in IoT systems. - Anna Namrita Gummadi; Osvaldo Arreche; Mustafa Abdallah (Internet Things, 2025)

A comparative analysis of DNN-based white-box explainable AI methods in network security. - Osvaldo Arreche; Mustafa Abdallah (EURASIP J. Inf. Secur., 2025)