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Sandamal Weerasinghe
Sandamal Weerasinghe
Research Fellow, School of Computing and Information Systems, The University of Melbourne
Verified email at unimelb.edu.au
Title
Cited by
Cited by
Year
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
312021
Support vector machines resilient against training data integrity attacks
S Weerasinghe, SM Erfani, T Alpcan, C Leckie
Pattern Recognition 96, 106985, 2019
262019
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
112018
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
62018
Defending regression learners against poisoning attacks
S Weerasinghe, SM Erfani, T Alpcan, C Leckie, J Kopacz
arXiv preprint arXiv:2008.09279, 2020
42020
Defending distributed classifiers against data poisoning attacks
S Weerasinghe, T Alpcan, SM Erfani, C Leckie
arXiv preprint arXiv:2008.09284, 2020
42020
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
42018
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
22021
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
12022
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
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