Research output per year
Research output per year
Personal profile
Biography
He is a lecturer (equivalent to an assistant professor in the US) at the University of Western Australia. Prior to that, he was a tenured Research Scientist and then a Senior Research Scientist at Data61, CSIRO. He is a Senior Member of IEEE and currently serves as an Associate Editor in IEEE Transactions on Information Forensics and Security (Oct 2024-present) and IEEE Transactions on Neural Networks and Learning Systems (Jan 2024—present). He is a recipient of the Best Paper Award of Usenix Security 2024 and AsiaCCS 2023 and the Outstanding PC Member Award of AsiaCCS 2024.
He received his M.Sc degree from the University of Electronic Science and Technology of China (UESTC) and a Ph.D degree from the University of Adelaide, Australia.
Research expertise keywords
- AI security and privacy
- System security
- Hardware security
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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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A Survey on Advanced Persistent Threat Detection: A Unified Framework, Challenges, and Countermeasures
Zhang, B., Gao, Y., Kuang, B., Yu, C., Fu, A. & Susilo, W., Mar 2025, In: ACM Computing Surveys. 57, 3, 36 p., 62.Research output: Contribution to journal › Article › peer-review
Open Access -
Decaf: Data Distribution Decompose Attack Against Federated Learning.
Dai, Z., Gao, Y., Zhou, C., Fu, A., Zhang, Z., Xue, M., Zheng, Y. & Zhang, Y., 2025, In: IEEE Transactions on Information Forensics and Security. 20, p. 405-420 16 p.Research output: Contribution to journal › Article › peer-review
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DFirmSan: A lightweight dynamic memory sanitizer for Linux-based firmware
Yang, S., Gao, Y., Kuang, B., Yang, Y. & Fu, A., Aug 2025, In: Computers and Security. 155, 18 p., 104467.Research output: Contribution to journal › Article › peer-review
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Just a little human intelligence feedback! Unsupervised learning assisted supervised learning data poisoning based backdoor removal
Luo, T., Peng, H., Fu, A., Yang, W., Pang, L., Al-Sarawi, S. F., Abbott, D. & Gao, Y., 1 Mar 2025, In: Computer Communications. 233, p. 1-11 11 p., 108052.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
Li, N., Zhou, C., Gao, Y., Chen, H., Zhang, Z., Kuang, B. & Fu, A., 11 Feb 2025, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-21 21 p.Research output: Contribution to journal › Article › peer-review