Journal Articles
ASEADOS-SDN-IoT: A Novel SDN-IoT Network Intrusion Detection Dataset and Framework
Tharindu Lakshan Yasarathna, Nhien-An Le-Khac - Internet of Things (Elsevier), 2026.
Evaluating the Robustness of DL-Based Autonomous Anomaly Detection in SDN-IoT Networks Against OOD Data and Poisoning Attacks Using Autoencoders
Tharindu Lakshan Yasarathna, Nhien-An Le-Khac - Journal of Network and Systems Management, 2026.
Deep Learning-Based Autonomous Anomaly Detection for Security in SDN-IoT Networks
Tharindu Lakshan Yasarathna, Madhusanka Liyanage, Nhien-An Le-Khac - IEEE Open Journal of the Communications Society, 2025.
SoK: Systematic Analysis of Adversarial Threats Against Deep Learning Approaches for Autonomous Anomaly Detection Systems in SDN-IoT Networks
Tharindu Lakshan Yasarathna, Nhien-An Le-Khac - Journal of Information Security and Applications, 2025.
Crossed-IoT Device Portability of Electromagnetic Side-Channel Analysis: Challenges and Dataset
Tharindu Lakshan Yasarathna, Lojenaa Navanesan, Simon Barcque, Asanka Sayakkara, Nhien-An Le-Khac - Vietnam Journal of Computer Science, 2025.
Conference Papers
Advancing Security in SDN-IoT Networks: DL-Based Autonomous Anomaly Detection with Enhanced Cross-Validation for Poisoning Attack Detection
Tharindu Lakshan Yasarathna, Nhien-An Le-Khac - Conference on Information Technology and Its Applications (CITA), 2024.
Cross-Validation for Detecting Label Poisoning Attacks: A Study on Random Forest Algorithm
Tharindu Lakshan Yasarathna, Lankeshwara Munasinghe, Harsha Kalutarage, Nhien-An Le-Khac - IFIP International Conference on ICT Systems Security and Privacy Protection (SEC), 2024.
Secure Emergency Data Sharing in Healthcare – A Data Warehouse View
R. D. Thantilage, Tharindu Lakshan Yasarathna, Nhien-An Le-Khac, T. Kechadi - 2023.
Cheating Detection in Browser-Based Online Exams Through Eye-Gaze Tracking
Nimesha Dilini, Asara Senaratne, Tharindu Yasarathna, Nalin Warnajith, Leelanga Seneviratne - International Conference on Information Technology Research (ICITR), 2021.
Anomaly Detection in Cloud Network Data
Tharindu Lakshan Yasarathna, Lankeshwara Munasinghe - International Research Conference on Smart Computing and Systems Engineering (SCSE), 2020.