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Publication date Communities Collections Article title Author(s) Journal/Conference
11 Jun 2025 SERC Institute for Infocomm Research FETA: A systematic and efficient approach for feature engineering on anti-static and anti-dynamic malware analysis (Pending publish) Dima Rabadi, Jia Y. Loo, Amudha Narayanan, Yuexuan Wang, Sin G. Teo, Tram Truong-Huu Journal of Information Security and Applications
25 Dec 2023 SERC Institute for Infocomm Research A Novel Feature Vector for AI-Assisted Windows Malware Detection Le Qi Yau, Yik Ting Lam, Ashwin Lokesh, Prannaya Gupta, Justin Lim, Ishneet Sukhvinder Singh, Jia-Yi Loo, Mao V. Ngo, Sin G. Teo, Tram Truong-Huu 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
28 May 2023 SERC Institute for Infocomm Research Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning Mao V. Ngo, Tram Truong-Huu, Dima Rabadi, Jia Yi Loo, Sin G. Teo Applied Cryptography and Network Security
8 Feb 2023 SERC Institute for Infocomm Research Cascaded Multi-Class Network Intrusion Detection With Decision Tree and Self-attentive Model Yuchen Lan, Tram Truong-Huu, Jiyan Wu, Sin G. Teo 2022 IEEE International Conference on Data Mining Workshops (ICDMW)
17 Oct 2022 SERC Institute for Infocomm Research Program Behavior Analysis and Clustering using Performance Counters Sai  Praveen  Kadiyala , Akella Kartheek, Tram Truong-Huu Proceedings of the 2020 Workshop on DYnamic and Novel Advances in Machine Learning and Intelligent Cyber Security
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)