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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
8 Mar 2022 SERC Institute for Infocomm Research LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Lianlian Jiang, Yuexuan Wang, Wenyi Zheng, Chao Jin, Zengxiang Li, Sin G. Teo 36th AAAI Conference on Artificial Intelligence ( aaai-workshop 2022)
2 Mar 2022 SERC Institute for Infocomm Research Towards End-to-End Secure and Efficient Federated Learning for XGBoost Chao Jin, Jun Wang, Sin G. Teo, Le Zhang, C.S. Chan, Qibin Hou, Khin Mi Mi Aung fl-aaai-2022
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)
7 Dec 2020 SERC Institute for Infocomm Research Advanced Windows Methods on Malware Detection and Classification Dima Rabadi, Sin G. Teo ACSAC '20: Annual Computer Security Applications Conference
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
1 May 2020 SERC Institute for Infocomm Research Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Keqin Li, Zeng Zeng ACM Transactions on Knowledge Discovery from Data
12 Sep 2019 SERC Institute for Infocomm Research ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks Askhaya Balamurugan, Sin G. Teo, Jianxi Yang, Zhongbo Peng, Xulei Yang, Zeng Zeng 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
1 May 2019 SERC Institute for Infocomm Research Two-stage pneumonia detection through object detection and patch classification Yiling Chong, Sin G. Teo, Zeng Zeng IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)