Explainable intrusion detection systems (x-ids): A survey of current methods, challenges, and opportunities S Neupane, J Ables, W Anderson, S Mittal, S Rahimi, I Banicescu, ... IEEE Access 10, 112392-112415, 2022 | 109 | 2022 |
Creating an explainable intrusion detection system using self organizing maps J Ables, T Kirby, W Anderson, S Mittal, S Rahimi, I Banicescu, M Seale 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 404-412, 2022 | 22 | 2022 |
Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems J Ables, N Childers, W Anderson, S Mittal, S Rahimi, I Banicescu, M Seale arXiv preprint arXiv:2401.10207, 2024 | 3 | 2024 |
Explainable Intrusion Detection Systems Using Competitive Learning Techniques J Ables, T Kirby, S Mittal, I Banicescu, S Rahimi, W Anderson, M Seale arXiv preprint arXiv:2303.17387, 2023 | 2 | 2023 |
A Performance-Oriented Comparison of Neural Network Approaches for Anomaly-based Intrusion Detection S Iannucci, J Ables, W Anderson, B Abburi, V Cardellini, I Banicescu 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2021 | 2 | 2021 |
Designing an Artificial Immune System inspired Intrusion Detection System W Anderson, K Moore, J Ables, S Mittal, S Rahimi, I Banicescu, M Seale arXiv preprint arXiv:2208.07801, 2022 | 1 | 2022 |
Enhancing Explainability and Trustworthiness of Intrusion Detection Systems Using Competitive Learning J Ables, T Kirby, W Anderson, S Mittal, S Rahimi, I Banicescu, M Seale, ... 2024 IEEE 10th International Conference on Collaboration and Internet …, 2024 | | 2024 |
Explainable Intrusion Detection Systems using white box techniques J Ables Mississippi State University, 2023 | | 2023 |
2024 IEEE 10th International Conference on Collaboration and Internet Computing (CIC)| 979-8-3503-8670-7/24/$31.00© 2024 IEEE| DOI: 10.1109/CIC62241. 2024.00027 T Abdelzaher, J Ables, S Abreu, M Alshammary, W Anderson, T Arnold, ... | | |