| Defending support vector machines against data poisoning attacks S Weerasinghe, T Alpcan, SM Erfani, C Leckie IEEE Transactions on Information Forensics and Security 16, 2566-2578, 2021 | 32 | 2021 |
| Support vector machines resilient against training data integrity attacks S Weerasinghe, SM Erfani, T Alpcan, C Leckie Pattern Recognition 96, 106985, 2019 | 27 | 2019 |
| Deep learning based game-theoretical approach to evade jamming attacks S Weerasinghe, T Alpcan, SM Erfani, C Leckie, P Pourbeik, J Riddle Decision and Game Theory for Security: 9th International Conference, GameSec …, 2018 | 11 | 2018 |
| Detection of Anomalous Communications with SDRs and Unsupervised Adversarial Learning S Weerasinghe, SM Erfani, T Alpcan, C Leckie, J Riddle 2018 IEEE 43rd Conference on Local Computer Networks (LCN), 2018 | 6 | 2018 |
| Defending regression learners against poisoning attacks S Weerasinghe, SM Erfani, T Alpcan, C Leckie, J Kopacz arXiv preprint arXiv:2008.09279, 2020 | 4 | 2020 |
| Defending distributed classifiers against data poisoning attacks S Weerasinghe, T Alpcan, SM Erfani, C Leckie arXiv preprint arXiv:2008.09284, 2020 | 4 | 2020 |
| Unsupervised Adversarial Anomaly Detection Using One-Class Support Vector Machines PS Weerasinghe, SM Erfani, T Alpcan, C Leckie, M Kuijper 23rd International Symposium on Mathematical Theory of Networks and Systems …, 2018 | 4 | 2018 |
| Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning. S Weerasinghe, T Abraham, T Alpcan, SM Erfani, C Leckie, ... IJCAI, 3176-3184, 2021 | 2 | 2021 |
| Local Intrinsic Dimensionality Signals Adversarial Perturbations S Weerasinghe, T Abraham, T Alpcan, SM Erfani, C Leckie, ... 2022 IEEE 61st Conference on Decision and Control (CDC), 6118-6125, 2022 | 1 | 2022 |
| Novel Defenses Against Data Poisoning in Adversarial Machine Learning. S Weerasinghe University of Melbourne, Parkville, Victoria, Australia, 2019 | | 2019 |
| Machine learning for understanding the contextual semantics of tabular web sources J Weerasinghe, S Weerasinghe, A Panditha, V Weerasinghe 2013 IEEE 8th International Conference on Industrial and Information Systems …, 2013 | | 2013 |
