1 citations · 1 across the 4 of their papers we have counts for
5 papers
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security
Osvaldo Arreche, Mustafa Abdallah
New research focuses on creating artificial intelligence (AI) solutions for network intrusion detection systems (NIDS), drawing its inspiration from the ever-growing number of intr…
A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems
Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah
The escalating frequency of intrusions in networked systems has spurred the exploration of new research avenues in devising artificial intelligence (AI) techniques for intrusion de…
XAI-based Feature Ensemble for Enhanced Anomaly Detection in Autonomous Driving Systems
Sazid Nazat, Mustafa Abdallah
The rapid advancement of autonomous vehicle (AV) technology has introduced significant challenges in ensuring transportation security and reliability. Traditional AI models for ano…
XAI-based Feature Selection for Improved Network Intrusion Detection Systems
Osvaldo Arreche, Tanish Guntur, Mustafa Abdallah
Explainability and evaluation of AI models are crucial parts of the security of modern intrusion detection systems (IDS) in the network security field, yet they are lacking. Accord…
A Quantal Response Analysis of Defender-Attacker Sequential Security Games
Md Reya Shad Azim, Mustafa Abdallah
We explore a scenario involving two sites and a sequential game between a defender and an attacker, where the defender is responsible for securing the sites while the attacker aims…