STAFF PROFILE
Dr. Maggie Liu
Position:
Lecturer, Cybersecurity and Software Systems
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Email:
xiaoning.liu@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Liu, M.,Zheng, Y.,Yuan, X.,Yi, X. (2023). Securely Outsourcing Neural Network Inference to the Cloud with Lightweight Techniques In: IEEE Transactions on Dependable and Secure Computing, 20, 620 - 636
- Cui, H.,Liao, J.,Yu, Z.,Xie, Y.,Liu, X.,Guo, B. (2023). Trust assessment for mobile crowdsensing via device fingerprinting In: ISA Transactions, , 1 - 10
- Liu, X.,Wu, B.,Yuan, X.,Yi, X. (2022). Leia: A Lightweight Cryptographic Neural Network Inference System at the Edge In: IEEE Transactions on Information Forensics and Security, 17, 237 - 252
- Liu, X.,Zheng, Y.,Yi, X.,Nepal, S. (2022). Privacy-Preserving Collaborative Analytics on Medical Time Series Data In: IEEE Transactions on Dependable and Secure Computing, 19, 1687 - 1702
- Liu, X.,Zheng, Y.,Yuan, X.,Yi, X. (2022). Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization In: Journal of Computer Security, 30, 795 - 827
- Liu, X.,Zheng, Y.,Yuan, X.,Yi, X. (2021). MediSC: Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service In: Proceedings of the 26th European Symposium on Research in Computer Security, Part I(ESORICS 2021), Darmstadt, Germany, 4–8 October 2021
- Liu, M.,Yi, X. (2019). Privacy-Preserving Collaborative Medical Time Series Analysis Based on Dynamic Time Warping In: ESORICS 2019: Computer Security – ESORICS 2019, Luxembourg, September 23–27, 2019
- Liu, X.,Yuan, X.,Liu, J. (2018). Towards Privacy-Preserving Forensic Analysis for Time-Series Medical Data In: Proceedings of the 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/ 12th IEEE International Conference on Big Data Science and Engineering (TrustCom/BigDataSE 2018), New York, United States, 31 July - 3 August 2018
- Liu, X.,Yuan, X.,Wang, C. (2017). EncSIM: An encrypted similarity search service for distributed high-dimensional datasets In: Proceedings of the IEEE/ACM 25th International Symposium on Quality of Service (IWQoS 2017), Vilanova i la Geltrú, Spain, 14/06/2017 - 16/06/2017
- Shi, Z.,Liu, M.,Yuan, X. (2017). Enabling Privacy-assured Mobile Advertisement Targeting and Dissemination In: Proceedings of the Fifth ACM International Workshop on Security in Cloud Computing (SCC 2017), Abu Dhabi, United Arab Emirates, 2 April 2017
1 PhD Current Supervisions