Research output per year
Research output per year
Personal profile
Biography
I'm a lecturer in the department of Computer Science and Software Engineering, University of Western Australia. Prior to that, I was a Research Scientist at CSIRO’s Data61, Australia. I received my Ph.D. degree in Computer Science from the University of New South Wales, Australia. My research interests are in the areas of system security, rowhammer, and adversarial artificial intelligence.
Education/Academic qualification
Computer Science, PhD, Software-only Rowhammer Attacks and Countermeasures, University of New South Wales
Award Date: 25 Feb 2021
Research expertise keywords
- Computer System
- Computer Architecture
- Adversarial machine learning
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Analysis of WAK Genes in Nine Cruciferous Species with a Focus on Brassica napus L.
Xu, Z., Duan, Y., Liu, H., Xu, M., Zhang, Z. & Xu, L., Sept 2023, In: International Journal of Molecular Sciences. 24, 17, 13601.Research output: Contribution to journal › Article › peer-review
Open Access -
APMSA: Adversarial Perturbation Against Model Stealing Attacks
Zhang, J., Peng, S., Gao, Y., Zhang, Z. & Hong, Q., 2023, In: IEEE Transactions on Information Forensics and Security. 18, p. 1667-1679 13 p.Research output: Contribution to journal › Article › peer-review
42 Citations (Scopus) -
CASSOCK: Viable Backdoor Attacks against DNN in the Wall of Source-Specific Backdoor Defenses
Wang, S., Gao, Y., Fu, A., Zhang, Z., Zhang, Y., Susilo, W. & Liu, D., Jul 2023, ASIA CCS 2023 - Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security. New York, USA: Association for Computing Machinery (ACM), p. 938-950 13 p. (Proceedings of the ACM Conference on Computer and Communications Security).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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Implicit Hammer: Cross-Privilege-Boundary Rowhammer through Implicit Accesses
Zhang, Z., He, W., Cheng, Y., Wang, W., Gao, Y., Liu, D., Li, K., Nepal, S., Fu, A. & Zou, Y., 1 Sept 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 5, p. 3716-3733 18 p.Research output: Contribution to journal › Article › peer-review
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MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning
Ma, H., Li, Q., Zheng, Y., Zhang, Z., Liu, X., Gao, Y., Al-Sarawi, S. F. & Abbott, D., Oct 2023, In: Computers and Security. 133, 103406.Research output: Contribution to journal › Article › peer-review