Chathurika S. Wickramasinghe

An Adversarial Approach for Explainable AI in Intrusion Detection Systems

Daniel Marino, Chathurika S. Wickramasinghe, Milos Manic · 2018 · 146 citations

Artificial Intelligence, Engineering, Machine Learning +19

Generalization of Deep Learning for Cyber-Physical System Security: A Survey

Chathurika S. Wickramasinghe, Daniel Marino, Kasun Amarasinghe et al. · 2018 · 101 citations

Engineering, Machine Learning, Generalization Capabilities +17

ResNet Autoencoders for Unsupervised Feature Learning From High-Dimensional Data: Deep Models Resistant to Performance Degradation

Chathurika S. Wickramasinghe, Daniel Marino, Milos Manic · IEEE Access · 2021 · 73 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Explainable Unsupervised Machine Learning for Cyber-Physical Systems

Chathurika S. Wickramasinghe, Kasun Amarasinghe, Daniel Marino et al. · IEEE Access · 2021 · 65 citations · Full text

Artificial Intelligence, Cyber Physical Systems, Engineering +15

Deep Self-Organizing Maps for Unsupervised Image Classification

Chathurika S. Wickramasinghe, Kasun Amarasinghe, Milos Manic · IEEE Transactions on Industrial Informatics · 2019 · 64 citations

Convolutional Neural Network, Engineering, Machine Learning +17