| An adversarial approach for explainable ai in intrusion detection systems DL Marino, CS Wickramasinghe, M Manic IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018 | 158 | 2018 |
| Generalization of deep learning for cyber-physical system security: A survey CS Wickramasinghe, DL Marino, K Amarasinghe, M Manic IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018 | 119 | 2018 |
| Deep self-organizing maps for unsupervised image classification CS Wickramasinghe, K Amarasinghe, M Manic IEEE Transactions on Industrial Informatics 15 (11), 5837-5845, 2019 | 65 | 2019 |
| ResNet Autoencoders for Unsupervised Feature Learning From High-Dimensional Data: Deep Models Resistant to Performance Degradation CS Wickramasinghe, D Marino, M Manic IEEE Access 9, 40511-40520, 2021 | 56 | 2021 |
| Trustworthy AI development guidelines for human system interaction CS Wickramasinghe, DL Marino, J Grandio, M Manic 2020 13th International Conference on Human System Interaction (HSI), 130-136, 2020 | 56 | 2020 |
| Explainable Unsupervised Machine Learning for Cyber-Physical Systems CS WICKRAMASINGHE, K AMARASINGHE, DL MARINO IEEE Access 9, 131824 - 131843, 2021 | 43 | 2021 |
| Nucleus basalis of Meynert stimulation for dementia: Theoretical and technical considerations D Kumbhare, V Palys, J Toms, CS Wickramasinghe, K Amarasinghe, ... Frontiers in Neuroscience 12, 385254, 2018 | 34 | 2018 |
| Framework for data driven health monitoring of cyber-physical systems K Amarasinghe, C Wickramasinghe, D Marino, C Rieger, M Manicl 2018 Resilience Week (RWS), 25-30, 2018 | 28 | 2018 |
| Cyber and physical anomaly detection in smart-grids DL Marino, CS Wickramasinghe, K Amarasinghe, H Challa, P Richardson, ... 2019 Resilience Week (RWS) 1, 187-193, 2019 | 27 | 2019 |
| Parallalizable deep self-organizing maps for image classification CS Wickramasinghe, K Amarasinghe, M Manic 2017 IEEE symposium series on computational intelligence (SSCI), 1-7, 2017 | 17 | 2017 |
| Anomaly Detection in Critical-Infrastructures using Autoencoders: A Survey HS Mavikumbure, CS Wickramasinghe, DL Marino | 15 | 2022 |
| The virtualized cyber-physical testbed for machine learning anomaly detection: A wind powered grid case study DL Marino, CS Wickramasinghe, VK Singh, J Gentle, C Rieger, M Manic IEEE Access 9, 159475-159494, 2021 | 14 | 2021 |
| Data-driven correlation of cyber and physical anomalies for holistic system health monitoring DL Marino, CS Wickramasinghe, B Tsouvalas, C Rieger, M Manic IEEE Access 9, 163138-163150, 2021 | 12 | 2021 |
| Deep self-organizing maps for visual data mining CS Wickramasinghe, K Amarasinghe, D Marino, M Manic 2018 11th International Conference on Human System Interaction (HSI), 304-310, 2018 | 11 | 2018 |
| AI augmentation for trustworthy AI: Augmented robot teleoperation DL Marino, J Grandio, CS Wickramasinghe, K Schroeder, K Bourne, ... 2020 13th International Conference on Human System Interaction (HSI), 155-161, 2020 | 10 | 2020 |
| Self-supervised and interpretable anomaly detection using network transformers DL Marino, CS Wickramasinghe, C Rieger, M Manic arXiv preprint arXiv:2202.12997, 2022 | 9 | 2022 |
| Review of design elements within power infrastructure cyber–physical test beds as threat analysis environments B Vaagensmith, VK Singh, R Ivans, DL Marino, CS Wickramasinghe, ... Energies 14 (5), 1409, 2021 | 9 | 2021 |
| Data-driven stochastic anomaly detection on smart-grid communications using mixture poisson distributions DL Marino, CS Wickramasinghe, C Rieger, M Manic IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019 | 8 | 2019 |
| Rx-ads: Interpretable anomaly detection using adversarial ml for electric vehicle can data CS Wickramasinghe, DL Marino, HS Mavikumbure, V Cobilean, ... IEEE Transactions on Intelligent Transportation Systems, 2023 | 6 | 2023 |
| Machine learning for deep brain stimulation efficacy using dense array eeg M Stuart, CS Wickramasinghe, DL Marino, D Kumbhare, K Holloway, ... 2019 12th International Conference on Human System Interaction (HSI), 143-150, 2019 | 6 | 2019 |
Milos Manic, Professor, IEEE FellowProfessor of Comp. Science, Director of Cybersecurity Center, Virginia Commonwealth University在 ieee.org 的电子邮件经过验证
