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Dr Shigang Liu

Research Fellow


Dr. Shigang Liu received his PhD in Computer Science from Deakin University, Australia, in 2017. Currently, he is a second-year research fellow with School of Software and Electrical Engineering, Swinburne University of Technology.  His research mainly focuses on security, applied machine learning, and fuzzy information processing. He is currently leading a research group on applying deep learning to detect software vulnerabilities. This research topic won the first place of the World Change Maker Prize in Swinburne Research Conference in 2019.

He has published more than 20 research papers in many international journals and conferences. He is a member of the Editorial Board of the Journal of Mathematics and Informatics (JMI).  He has been the PC member, Publication Chair and Local Arrangement Chair for several conferences including ML4CS2019, CSS2017, CSDE2019 and so on.

Research interests

Software Security

PhD candidate and honours supervision


Available to supervise honours students.

Honours topics and outlines

Machine Learning and Cybersecurity: Good at programmingStudents who have machine learning and cybersecurity background is preferred.


Also published as: Liu, Shigang; Liu, S.
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