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 | 54 | 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 | 14 | 2022 |
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 |
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 | 1 | 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 | 1 | 2023 |
Explainable Intrusion Detection Systems using white box techniques J Ables Mississippi State University, 2023 | | 2023 |
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 | | 2022 |