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2020 – today
- 2025
[j5]Osvaldo Arreche, Mustafa Abdallah:
A comparative analysis of DNN-based white-box explainable AI methods in network security. EURASIP J. Inf. Secur. 2025(1): 16 (2025)- [j4]Anna Namrita Gummadi
, Osvaldo Arreche, Mustafa Abdallah:
A systematic evaluation of white-box explainable AI methods for anomaly detection in IoT systems. Internet Things 30: 101505 (2025) - [i3]Osvaldo Arreche, Mustafa Abdallah:
A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security. CoRR abs/2501.07801 (2025) - 2024
- [j3]Osvaldo Arreche, Tanish R. Guntur, Jack W. Roberts, Mustafa Abdallah:
E-XAI: Evaluating Black-Box Explainable AI Frameworks for Network Intrusion Detection. IEEE Access 12: 23954-23988 (2024) - [j2]Osvaldo Arreche, Ismail Bibers, Mustafa Abdallah:
A Two-Level Ensemble Learning Framework for Enhancing Network Intrusion Detection Systems. IEEE Access 12: 83830-83857 (2024) - [j1]Sazid Nazat, Osvaldo Arreche, Mustafa Abdallah:
On Evaluating Black-Box Explainable AI Methods for Enhancing Anomaly Detection in Autonomous Driving Systems. Sensors 24(11): 3515 (2024) - [i2]Osvaldo Arreche, Tanish R. Guntur, Mustafa Abdallah:
XAI-based Feature Selection for Improved Network Intrusion Detection Systems. CoRR abs/2410.10050 (2024) - [i1]Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah:
A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems. CoRR abs/2410.15597 (2024)
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