項目情況

[1] 國家自然科學基金委員會聯合科研資助項目: 面向徵信的跨境數據協同管理與隱私計算研究,  2022

[2] 珠海市政府產學研項目：珠澳跨域數據合規互信計算的關鍵技術研究，2021

[3] 國家科技部重點研發項目：珠澳合作製造服務多主體協同平臺研究與應用示範，2020-2023

[4] 國家自然科學基金地區合作項目：面向認知的多來源數據概率圓理論研究，2019-2022

[5] 澳門基金會項目 基於機器學習的細粒度文本情感分析 2020-2021

[6] 澳門基金會項目水下图像增强与重构 2020-2021

[7] 國家科技部重點研發項目：時空數據高可信關鍵技術及其應用研究，2018-2021

[8] 澳門基金會項目：基於智慧應變傳感的可穿戴保健系統研發，2019-2020

[9] 澳門基金會項目：澳門城市交通的基礎空間大數據庫建立及其三維展示，2017-2018

[10] 澳門基金會項目：澳門智慧交通即時監測與不平衡性分析，2017-2018

[11] 澳門基金會項目：澳門旅遊電子商務服務技術研究與應用示範，2016-2017

[10] 澳門基金會項目：澳門城市治理大數據系統一期建設項目，2016-2017

其中前4項為正在進行的項目

外文期刊 （近2年論文情況（在國內外核心學術期刊上發表論文並被SCI/EI收錄30餘篇。）

1. Energy-Aware Collaborative Service Caching in a 5G-Enabled MEC With Uncertain Payoffs,  Zichuan Xu , Member, IEEE, Lizhen Zhou , Student Member, IEEE, Haipeng Dai , Member, IEEE, Weifa Liang , Senior Member, IEEE, Wanlei Zhou, Senior Member, IEEE, Pan Zhou , Member, IEEE,Wenzheng Xu , Member, IEEE, and Guowei Wu, IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 70, NO. 2, FEBRUARY 2022
2. L Zhang, T Zhu, P Xiong, W Zhou, P Yu, A Robust Game-theoretical Federated Learning Framework with Joint Differential Privacy, IEEE Transactions on Knowledge and Data Engineering, 2022
3. Z Cheng, D Ye, T Zhu, W Zhou, PS Yu, C Zhu, Multi?agent reinforcement learning via knowledge transfer with differentially private noise, International Journal of Intelligent Systems 37 (1), 799-828, 2022
4. X Hu, T Zhu, X Zhai, W Zhou, W Zhao, Privacy Data Propagation and Preservation in Social Media: a Real-world Case Study, IEEE Transactions on Knowledge and Data Engineering, 2021
5. SJ Horng, DT Vu, TV Nguyen, W Zhou, CT Lin, Recognizing Palm Vein in Smartphones Using RGB Images, IEEE Transactions on Industrial Informatics, 2021
6. T Zhang, T Zhu, K Gao, W Zhou, SY Philip, Balancing Learning Model Privacy, Fairness, and Accuracy With Early Stopping Criteria, IEEE Transactions on Neural Networks and Learning Systems, 2021
7. J Li, W Liang, Z Xu, X Jia, W Zhou, Service Provisioning for Multi-source IoT Applications in Mobile Edge Computing, ACM Transactions on Sensor Networks (TOSN) 18 (2), 1-25, 2021
8. J Li, W Liang, W Xu, Z Xu, X Jia, W Zhou, J Zhao, Maximizing User Service Satisfaction for Delay-Sensitive IoT Applications in Edge Computing, IEEE Transactions on Parallel and Distributed Systems 33 (5), 1199-1212, 2021
9. Y Zhao, B Liu, T Zhu, M Ding, W Zhou, Private?encoder: Enforcing privacy in latent space for human face images, Concurrency and Computation: Practice and Experience, e6548, 2021
10. L Zhang, T Zhu, P Xiong, W Zhou, PS Yu, More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Design, ACM Computing Surveys (CSUR) 54 (7), 1-37, 2021
11. J Zhao, T Zong, Y Xiang, L Gao, W Zhou, G Beliakov, Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification,
12. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 2282-2295, 2021
13. T Zong, J Zhao, Y Xiang, I Natgunanathan, L Gao, W Zhou, Desynchronization-attack-resilient audio watermarking mechanism for stereo signals using the linear correlation between channels, World Wide Web, 1-23, 2021
14. Z Xu, H Ren, W Liang, Q Xia, W Zhou, G Wu, P Zhou, Near optimal and dynamic mechanisms towards a stable NFV market in multi-tier cloud networks, IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
15. J Lu, X Zheng, L Tang, T Zhang, QZ Sheng, C Wang, J Jin, S Yu, W Zhou, Can Steering Wheel Detect Your Driving Fatigue, IEEE Transactions on Vehicular Technology
16. K Huang, Y Mu, F Rezaeibagha, X Zhang, Design and Analysis of Cryptographic Algorithms in Blockchain, CRC Press, 2021 (Book)
17. M Yuan, Y Mu, F Rezaeibagha, L Xu, X Huang, Controllable software licensing system for sub-licensing, Journal of Information Security and Applications 64, 103061
18. L Zhang, T Zhang, Q Wu, Y Mu, F Rezaeibagha, Secure decentralized attribute-based sharing of personal health records with blockchain, IEEE Internet of Things Journal, 2021
19. K Huang, Y Mu, F Rezaeibagha, X Zhang, T Chen, Building blockchains with secure and practical Public-Key cryptographic algorithms: Background, motivations and example, IEEE Network, 2021
20. K Huang, Y Mu, F Rezaeibagha, Z He, X Zhang, BA2P: Bidirectional and anonymous auction protocol with dispute-freeness, Security and Communication Networks, 2021
21. Y Zhou, B Yang, Z Xia, M Zhang, Y Mu, Novel generic construction of leakage-resilient PKE scheme with CCA security, Designs, Codes and Cryptography 89 (7), 1575-1614
22. F Rezaeibagha, Y Mu, K Huang, L Chen, L Zhang, Toward Secure Data Computation and Outsource for Multi-User Cloud-Based IoT, IEEE Transactions on Cloud Computing
23. F Rezaeibagha, Y Mu, K Huang, L Zhang, X Huang, Secure and Privacy-Preserved data collection for IoT wireless sensors, IEEE Internet of Things Journal,  2021
24. L Zhang, W You, Y Mu, Secure Outsourced Attribute-based Sharing Framework for Lightweight Devices in Smart Health Systems, IEEE Transactions on Services Computing, 2021
25. L Zhang, J Wang, Y Mu, Privacy-preserving Flexible Access Control for Encrypted Data in Internet of Things, IEEE Internet of Things, 2021
26. X Li, T Xiang, S Guo, H Li, Y Mu,      Privacy-Preserving Reverse Nearest Neighbor Query over Encrypted Spatial Data, IEEE Transactions on Services Computing, 2021
27. Z. Ying, S. Cao, X. Liu, Z. Ma, J. Ma, R. Deng, "PrivacySignal: Privacy-preserving Traffic Signal Control for Intelligent Transportation System,"[J]. in IEEE Transactions on Intelligent Transportation Systems, 2022.
28. J. Zhang, T. Li, Z. Ying, J. Ma. "Trust-Based Secure Multi-Cloud Collaboration Framework in Cloud-Fog-Assisted IoT,"[J]. in IEEE Transactions on Cloud Computing, 2022.
29. L. Xing and W. Liu, (2021). "A Data Fusion Powered Bi-Directional Long Short Term Memory Model for Predicting Multi-Lane Short Term Traffic Flow," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2021.3095095.
30. Z. Ying, W. Jiang, X. Liu, S. Xu and R. Deng, "Reliable Policy Updating under Efficient Policy Hidden Fine-grained Access Control Framework for Cloud Data Sharing,"[J]. in IEEE Transactions on Services Computing, to be published, doi:10.1109/TSC.2021.3096177.
31. Z. Ying, M. Ma, Z. Zhao, X. Liu and J. Ma, "A Reputation-based Leader Election Scheme for Opportunistic Autonomous Vehicle Platoon,"[J]. in IEEE Transactions on Vehicular Technology, to be published, doi: 10.1109/TVT.2021.3106297.
32. Zhao Z, Ying Z, Cai Z, et al. Combinatorial Spectrum E-Auction for 5G Heterogeneous Networks: A Zether-Based Approach[J]. Security and Communication Networks, 2021
33. Shen S, Yang Y, Ying Z, et al. Towards Efficient Fine-Grained Access Control and Data Privacy Protection for Smart Home[C]. International Conference on Mobile Multimedia Communications. Springer, Cham, 2021: 501-515. (EI)
34. Cui J, Ouyang F, Ying Z, et al. Secure and Efficient Data Sharing Among Vehicles Based on Consortium Blockchain[J]. IEEE Transactions on Intelligent Transportation Systems, 2021
35. Ma J, Li T, Cui J, Ying Z, et al. Attribute-Based Secure Announcement Sharing among Vehicles Using Blockchain[J]. IEEE Internet of Things Journal, 2021
36. Ying Z, Cao S, Xu S, et al. Privacy-Preserving Optimal Insulin Dosing Decision[C]. ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2021: 2640-2644.
37. Ying Z, Si Y, Ma J, et al. P2HBT: Partially Policy Hidden E-Healthcare System with Black-Box Traceability[J]. Chinese Journal of Electronics, 30(2): 219-231.