Dr Zhigang Lu ~ Lecturer, Information Technology
Information Technology
- About
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- Teaching
- Interests
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- Research
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- privacy preservation
- machine learning
- Experience
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- 2020 to 2023 - Postdoctoral Research Fellow, Macquarie University
- Research Disciplines
- Socio-Economic Objectives
Dr Zhigang Lu is a Lecturer with the Discipline of Information Technology, James Cook University.
Prior to that, he was a Postdoctoral Research Fellow with the Macquarie University Cyber Security Hub, Macquarie University. He also worked as a Data Scientist in the industry for three months in early 2022. He obtained his PhD and MPhil degrees from the University of Adelaide and a BEng degree from Xidian University, all in computer science.
He was one of the two recipients of the University Master by Research Medal in 2015. He won a First Award in the National Undergraduate Mathematical Contest in Modelling (Shaanxi Division) in 2009 and a Third Award in the International Collegiate Programming Contest (ICPC Intramural Competition) in 2008.
Please visit his personal homepage for up-to-date information.
- Honours
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- Awards
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- 2016 - University Master by Research Medal
- Publications
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These are the most recent publications associated with this author. To see a detailed profile of all publications stored at JCU, visit ResearchOnline@JCU. Hover over Altmetrics badges to see social impact.
- Journal Articles
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- Lu Z, Asghar H, Kaafar M, Webb D and Dickinson P (2022) A Differentially Private Framework for Deep Learning With Convexified Loss Functions. IEEE Transactions on Information Forensics and Security, 17. pp. 2151-2165
- Lu Z and Shen H (2022) Augmentation-Based Edge Differentially Private Path Publishing in Networks. IEEE Transactions on Network and Service Management, 19 (4). pp. 5183-5195
- Lu Z and Shen H (2021) Differentially Private k-Means Clustering with Convergence Guarantee. IEEE Transactions on Dependable and Secure Computing, 18 (4). pp. 1541-1552
- Conference Papers
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- Hu A, Xie R, Lu Z, Hu A and Xue M (2021) TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing. Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security. In: CCS'21: 2021 ACM SIGSAC Conference on Computer and Communications Security, 15-19 November 2021, Virtual Event
- Lu Z and Shen H (2019) A Convergent Differentially Private k-Means Clustering Algorithm. Lecture Notes in Computer Science. In: PAKDD 2019: 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, 14-17 April 2019, Macau, China
- Lu Z and Shen H (2015) A Security-assured Accuracy-maximised Privacy Preserving Collaborative Filtering Recommendation Algorithm. Proceedings of the 19th International Database Engineering & Applications Symposium. In: IDEAS '15: 19th International Database Engineering & Applications Symposium, 13-15 July 2015, Yokohama, Japan
- Supervision
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Advisory Accreditation: I can be on your Advisory Panel as a Primary or Secondary Advisor.
These Higher Degree Research projects are either current or by students who have completed their studies within the past 5 years at JCU. Linked titles show theses available within ResearchOnline@JCU.
- Current
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- Defending against Cyber-attacks targeting AI-enabled Applications in Industry 4.0 (PhD , Secondary Advisor)
- Collaboration
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The map shows research collaborations by institution from the past 7 years.
Note: Map points are indicative of the countries or states that institutions are associated with.- 5+ collaborations
- 4 collaborations
- 3 collaborations
- 2 collaborations
- 1 collaboration
- Indicates the Tropics (Torrid Zone)
Connect with me
- Phone
- Location
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- 17.049, Faculty of Science & Engineering (Townsville campus)
- Advisory Accreditation
- Primary Advisor
- Find me on…
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