Dr Thuan Yew Edward Chuah

简介

Email Addressedward.chuah@abdn.ac.ukSchool/DepartmentSchool of Natural and Computing Sciences Google ScholarORCiDPure Biography Dr. Edward Chuah is a Lecturer (equivalent to Assistant Professor in the US) in the Computing Science Department, University of Aberdeen. He received his PhD in Computer Science at the University of Warwick. He worked in Singapore as a research engineer (8 years), software engineer (1.5 years) and lecturer (2 years). His current research focus is in network security, where he is developing data-driven approaches to identify, detect and predict threats in large networks. He is also developing data-driven approaches to diagnose failures and predict faults in large cluster systems. Research topics: Large-scale systems dependability, Network security (attacks identifi

教育经历

• PhD Computer Science 2020 - The University of Warwick
• MSc Distributed Systems Engineering 2004 - Lancaster University
• BSc (Hons) Computer Science 2003 - The University of Leicester

代表成果

• E. Chuah, H. Kalutarage, K. Tasdemir, A. Abrham & C. Maple, A Systematic Literature Review of Log-Correlation Tools for Cyberattack Detection and Prediction in Large Networks, Journal of Information Security and Applications, May 2025.
• E. Chuah, A. Jhumka & A. Ayesh, Deep Learning-based Prediction of Reflection Attacks Using NetFlow Data, Computers & Security, May 2025.
• E. Chuah & N. Suri, An Empirical Study of Reflection Attacks Using NetFlow Data, Cybersecurity, July 2024.
• E. Chuah, N. Suri, A. Jhumka & S. Alt, Challenges in Identifying Network Attacks Using NetFlow Data, in Proceedings of IEEE International Symposium on Network Computing and Applications (NCA), 2021.
• E. Chuah, A. Jhumka & A. Ayesh, Deep Learning-based Prediction of Major Page Faults in Cluster Systems, CCF Transactions on High Performance Computing, October 2025.
• E. Chuah, A. Jhumka, S. Alt, D.B.-Thomert, J.C. Browne & M. Parashar, Towards Comprehensive Dependability-Driven Resource Use and Message Log-Analysis for Cluster Systems Diagnosis, Journal of Parallel and Distributed Computing, 2019.
• E. Chuah, A. Jhumka, S. Narasimhamurthy, J. Hammond, J.C. Browne & B. Barth, Linking Resource Usage Anomalies with System Failures from Cluster Log Data, in Proceedings of IEEE International Symposium on Reliable Distributed Systems (SRDS), 2013.
• E. Chuah, S. Kuo, P. Hiew, W.C. Tjhi, G. Lee, J. Hammond, M.T. Michalewicz, T. Hung & J.C. Browne, Diagnosing the Root-Causes of Failures from Cluster Log-Files, in Proceedings of IEEE International Conference on High-Performance Computing (HiPC), 2010.