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Publication date Communities Collections Article title Author(s) Journal/Conference
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)
22 Nov 2023 SERC Institute for Infocomm Research Supervised Robustness-preserving Data-free Neural Network Pruning Mark Huasong Meng, Guangdong Bai, Sin G. Teo, Jin Song Dong 2023 27th International Conference on Engineering of Complex Computer Systems (ICECCS)
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)