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Chathurika S Wickramasinghe Brahmana
Chathurika S Wickramasinghe Brahmana
Otros nombresChathurika Shyamalee Wickramasinghe Brahmana Mudiyanselage
PhD; Sr Assoc, Capital One; Research Associate, Virginia Commonwealth University
Dirección de correo verificada de vcu.edu
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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
1512018
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
1152018
Deep self-organizing maps for unsupervised image classification
CS Wickramasinghe, K Amarasinghe, M Manic
IEEE Transactions on Industrial Informatics 15 (11), 5837-5845, 2019
642019
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
542020
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
522021
Explainable Unsupervised Machine Learning for Cyber-Physical Systems
CS WICKRAMASINGHE, K AMARASINGHE, DL MARINO
IEEE Access 9, 131824 - 131843, 2021
362021
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
342018
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
262019
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
252018
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
172017
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
142021
Anomaly Detection in Critical-Infrastructures using Autoencoders: A Survey
HS Mavikumbure, CS Wickramasinghe, DL Marino
132022
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
122021
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
112018
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
92021
Self-supervised and interpretable anomaly detection using network transformers
DL Marino, CS Wickramasinghe, C Rieger, M Manic
arXiv preprint arXiv:2202.12997, 2022
82022
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
82020
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
82019
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
62019
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
42023
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