A Novel Anomaly Detection Approach to Secure APIs from Cyberattacks. - Arshardh Ifthikar; Nipun Thennakoon; Sanjeewa Malalgoda; Harsha Moraliyage; Thamindu Jayawickrama; Tiroshan Madushanka; Saman Hettiarachchi (AI-Cybersec@SGAI, 2021)

MDNCaching: A Strategy to Generate Quality Negatives for Knowledge Graph Embedding. - Tiroshan Madushanka; Ryutaro Ichise (IEA/AIE, 2022)

TuckerDNCaching: high-quality negative sampling with tucker decomposition. - Tiroshan Madushanka; Ryutaro Ichise (J. Intell. Inf. Syst., 2023)

Negative Sampling in Knowledge Graph Representation Learning: A Review. - Tiroshan Madushanka; Ryutaro Ichise (CoRR, 2024)

SecureRights: A Blockchain-Powered Trusted DRM Framework for Robust Protection and Asserting Digital Rights. - Tiroshan Madushanka; Dhammika S. Kumara; Atheesh A. Rathnaweera (CoRR, 2024)