Projects per year
Personal profile
Biography
I am a Senior Lecturer in the Department of Software Systems and Cybersecurity at the Faculty of Information Technology. I earned my PhD degree from City University of Hong Kong in 2016. Before that, I worked at Stromasys S.A., developing and optimising the dynamic instruction translation engine for virtual SPARC and ALPHA servers on the x86 platform.
My research focuses on designing innovative protocols, system prototypes (not legacy compatible) to solve the data privacy and security challenges in cloud and networked environments. My research has been supported by Australian Research Council, CSIRO Data61, and Oceania Cyber Security Centre.
I am currently the deputy course director for Master of Cybersecurity at Monash FIT.
Monash teaching commitment
I have experience as the Chief Examiner for the following units in the Faculty of IT:
- FIT 3031 Network Security (UG)
- FIT 5037 Network Security (PG)
I have experience as the Lecturer for the following units in the Faculty of IT:
- FIT 3173 Sofware Security (UG)
- FIT 3031 Network Security (UG)
- FIT 5037 Network Security (PG)
- FIT 5124 Advanced Topics in Security (PG)
Education/Academic qualification
Computer Science, Doctor of Philosophy, City University of Hong Kong
Award Date: 16 Oct 2016
Research area keywords
- Data Security and Privacy
- Secure Networked System
- Encrypted Database
- Machine Learning Security
- Confidential Computing
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Encrypted, Distributed, and Queryable Data Store: Framework and Realisation
Yuan, X. & Wang, C.
1/07/20 → 30/06/23
Project: Research
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Data61 CRP43 - Novel security solutions in the context of AI and potential quantum supremacy
Rudolph, C., Liu, J., Steinfeld, R., Sakzad, A., Yuan, X., Nepal, S., Globler, M., Ruj, S., Liu, D. & Knight, K.
1/01/20 → 31/12/22
Project: Research
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ICFP 2.7: Building an Encrypted and Searchable NoSQL Data Store
Yuan, X., Liu, J., Sakzad, A., Taniar, D., Zhang, J., Wen, S., Chen, C. & Zhou, R.
1/06/20 → 31/05/21
Project: Research
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UbiSENSE (ubiqutous sensing) for Cities (D61 Challenge: E01)
Yuan, X., Wen, S., Susilo, W., Kim, J., White, S., Tovey, A., Falletta, J., Giurco, D., Zeichner, F., Prakash, M., Taylor, S., Hilton, J. E., Cohen, R. C. Z., Dunstall, S., Bakar, K. S., Woolard, F., Pagendam, D., Liu, D., Jang, S. I., Ahmed, M., Pieprzyk, J. P., Ma, S., Nepal, S., Grobler, M., Camtepe, S., Sharman, C., Pasanen, J., Hugo, P., Muster, T., Lin, B., Toze, R., Keywood, M. D. & Knight, K.
1/05/19 → 31/10/19
Project: Research
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Secure Relational Database Management System (SRDBMS)
Liu, J., Steinfeld, R., Sakzad, A., Yuan, X. & Xiang, Y.
1/05/18 → 28/02/19
Project: Research
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Aggregation service for federated learning: an efficient, secure, and more resilient realization
Zheng, Y., Lai, S., Liu, Y., Yuan, X., Yi, X. & Wang, C., 27 Jan 2022, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing. 15 p.Research output: Contribution to journal › Article › Research › peer-review
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Defeating misclassification attacks against transfer learning
Wu, B., Wang, S., Yuan, X., Wang, C., Rudolph, C. & Yang, X., 25 Jan 2022, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing. 16 p.Research output: Contribution to journal › Article › Research › peer-review
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Non-interactive multi-client searchable encryption: realization and implementation
Sun, S., Zuo, C., K. Liu, J., Sakzad, A., Steinfeld, R., Yuen, T. H., Yuan, X. & Gu, D., 1 Jan 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 1, p. 452-467 16 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Securely outsourcing neural network inference to the cloud with lightweight techniques
Liu, X., Zheng, Y., Yuan, X. & Yi, X., 7 Jan 2022, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing. 16 p.Research output: Contribution to journal › Article › Research › peer-review
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Semi-supervised federated learning for travel mode identification from GPS trajectories
Zhu, Y., Liu, Y., Yu, J. J. Q. & Yuan, X., Mar 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 3, p. 2380-2391 12 p.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus)