| Payload-byte: A tool for extracting and labeling packet capture files of modern network intrusion detection datasets YA Farrukh, I Khan, S Wali, D Bierbrauer, JA Pavlik, ND Bastian 2022 IEEE/ACM International Conference on Big Data Computing, Applications …, 2022 | 30 | 2022 |
| Transfer learning for raw network traffic detection DA Bierbrauer, MJ De Lucia, K Reddy, P Maxwell, ND Bastian Expert Systems with Applications 211, 118641, 2023 | 20 | 2023 |
| Cybersecurity anomaly detection in adversarial environments DA Bierbrauer, A Chang, W Kritzer, ND Bastian arXiv preprint arXiv:2105.06742, 2021 | 14 | 2021 |
| Transfer learning for raw network traffic detection DA Bierbrauer, M De Lucia, K Reddy, P Maxwell, ND Bastian Expert Systems with Applications 211 (118641), 1, 2022 | 4 | 2022 |
| Uncertainty-Quantified, Robust Deep Learning for Network Intrusion Detection JA Wong, AM Berenbeim, DA Bierbrauer, ND Bastian 2023 Winter Simulation Conference (WSC), 2470-2481, 2023 | 3 | 2023 |
| Autonomous cyber warfare agents: dynamic reinforcement learning for defensive cyber operations DA Bierbrauer, RM Schabinger, C Carlin, J Mullin, JA Pavlik, ND Bastian Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023 | 2 | 2023 |
| Artifical Intelligence, Real Risks: Understanding - And Mitigating - Vulnerabilities in the Military Use of AI N Starck, D Bierbrauer, P Maxwell https://mwi.usma.edu/artificial-intelligence-real-risks-understanding-and …, 2022 | 2 | 2022 |
| Dynamic reinforcement learning for network defense: botnet detection and eradication RM Schabinger, C Carlin, J Mullin, DA Bierbrauer, EA Nack, JA Pavlik, ... Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2024 | | 2024 |
| Applications of Certainty Scoring for Machine Learning Classification in Multi-modal Contexts A Berenbeim, D Bierbrauer, I Cruickshank, R Thomson, N Bastian Authorea Preprints, 2023 | | 2023 |
| Data-efficient, federated learning for raw network traffic detection MR Willeke, DA Bierbrauer, ND Bastian Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2023 | | 2023 |
| 2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT)| 978-1-6654-6090-3/22/$31.00© 2022 IEEE| DOI: 10.1109/BDCAT56447. 2022.00050 A Abdulraheem, HB Adeyemo, S Ahmad, A Aleroud, SA Alhosseini, ... | | |
