Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
1 Aug 2022 SERC Institute for Infocomm Research Handling Labeled Data Insufficiency: Semi-supervised Learning with Self-Training Mixup Decision Tree for Classification of Network Attacking Traffic Yubo Hou, Sin G. Teo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Tram Truong-Huu IEEE Transactions on Dependable and Secure Computing
15 Jun 2022 SERC Institute for Infocomm Research Detection and Classification of Botnet Traffic using Deep Learning with Model Explanation Partha Pratim Kundu, Tram Truong-Huu, Ling Chen, Luying Zhou, Sin G. Teo IEEE Transactions on Dependable and Secure Computing
6 Sep 2021 SERC Institute for Infocomm Research ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong-Huu 2021 IEEE International Conference on Cyber Security and Resilience (CSR)
28 Apr 2021 SERC Institute for Infocomm Research An Empirical Evaluation of Automated Machine Learning Techniques for Malware Detection Partha Pratim Kundu, Lux Anatharaman, Tram Truong-Huu Proceedings of the 2021 ACM Workshop on Security and Privacy Analytics
25 Jan 2021 SERC Institute for Infocomm Research Enhancing Robustness of Malware Detection using Synthetically-adversarial Samples Wee Ling Tan, Tram Truong-Huu 2020 IEEE Global Communications Conference (GLOBECOM 2020)
7 Dec 2020 SERC Institute for Infocomm Research Program Behavior Analysis and Clustering using Performance Counters (Pending publish) Sai Praveen Kadiyala, Akella Kartheek, Tram Truong-Huu DYNAMICS 2020: DYnamic and Novel Advances in Machine Learning and Intelligent Cyber Security (DYNAMICS) Workshop
12 Oct 2020 SERC Institute for Infocomm Research An Empirical Study on Unsupervised Network Anomaly Detection using Generative Adversarial Networks Tram Truong-Huu, Nidhya Dheenadhayalan, Partha Pratim Kundu, Vasudha Ramnath, Jingyi Liao, Sin G. Teo, Sai Praveen Kadiyala SPAI '20: Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial Intelligence