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Publication date Communities Collections Article title Author(s) Journal/Conference
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
27 May 2023 SERC Institute for Infocomm Research Enhancing Federated Learning Robustness Using Data-Agnostic Model Pruning Mark Huasong Meng, Sin G. Teo, Guangdong Bai, Kailong Wang, Jin Song Dong Advances in Knowledge Discovery and Data Mining
12 Mar 2023 SERC Institute for Infocomm Research Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers Mark Huasong Meng, Qing Zhang, Guangshuai Xia, Yuwei Zheng, Yanjun Zhang, Guangdong Bai, Zhi Liu, Sin G. Teo, Jin Song Dong Proceedings 2023 Network and Distributed System Security Symposium
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)
6 Dec 2022 SERC Institute for Infocomm Research Detecting Contradictions from CoAP RFC Based on Knowledge Graph Xinguo Feng, Yanjun Zhang, Mark Huasong Meng, Sin G. Teo Network and System 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
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)