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Associate Professor Zuobin Ying Programme Coordinator


Dr. Zuobin Ying 

Associate Professor Master/Ph.D. Supervisor

Ph.D. Programme Coordinator 

Email: zbying@cityu.edu.mo 

Tel: (+853) 8590 2971 

Office address: Room S502 A, Stanley Ho Building, City University of Macau (Taipa) 

 

Academic/Social employment 

IEEE Macau Council Director

IEEE/CCF Member 

Member of the Blockchain Committee of the Chinese Society of Industrial and Applied Mathematics 

Guangdong Province Entrepreneurship Mentor 

Director of the City University of Macau-Intelligence Cloud Data Security Intelligent Protection Joint Laboratory 

 

Educational experience: 

Doctor of Philosophy, Computer Science and Technology Xidian University, Xi'an, Shaanxi, China, 2016 

Instructors: Professor Ma Jianfeng, Professor Cui Jiangtao 

 

Master, Computer Application Technology | University of Chinese Academy of Sciences, Beijing, China, 2008 

Instructor: Researcher Yang Xin 

 

Bachelor, Educational Technology | Anhui Normal University, Wuhu, Anhui, China, 2004 

 

Research directions: 

 

Blockchain theory and application 

 

Privacy computing 

 

Cloud-edge-device collaborative security 

​ 

Scientific research work experience: 

 

Postdoctoral fellow (Research Fellow) | Nanyang Technological University (NTU), Singapore, 2019.02 ~ 2021.06 

 

Scientific research projects: 

 

  1. National Natural Science Foundation (NSFC)-Macau Science and Technology Development Fund (FDCT) joint scientific research project, research on cross-border data collaborative management and privacy computing for credit reporting (NSFC-FDCT, Grant No. 0051/2022/AFJ), Macau Vice person in charge Fang, currently in research. (2023.01.28 ~ 2026.01.28) 

  1. Macau Science and Technology Development Fund (FDCT, Grant No. 0038/2022/A), research on health care data privacy protection model and key technologies for smart medical care in Macau, hosted, under research. (2022.09.04 ~ 2024.09.03) 

  1. Macau Foundation Project (Research Category) (MF2102), Research on barriers, strategies and technologies for cross-border livelihood data in the Greater Bay Area: Taking cross-border medical and health care data as an example, hosted and completed the project. (2022.06.30 ~ 2023.06.30) 

  1. National Natural Science Foundation of China (NSFC, Grant No. 62272195), research on key issues in building a trust system for privacy protection in the Internet of Vehicles, first participant, under research. (2023.01.01 ~ 2026.12.30). 

  1. National Academy of Sciences of Singapore (A*STAR) RIE2020 Advanced Manufacturing and Engineering (AME) Industry Alignment Fund (WP5: Design of Security Functionality for V2X Networks. Grant No. A19D6a0053), postdoctoral fellow, participating, completed project. (2019.11.1 ~ 2022.10.30) 

  1. National Research Foundation of Singapore (NRF Systemic Risk and Resilience Planning. Grant No. NRF2018-SR2001005), postdoctoral fellow, participated, completed the project. (2018.10.01 ~ 2019.09.30) 

  1. National Natural Science Foundation of China key project (NSFC, Grant No. U1405255), research on security integration theory and key technologies for heterogeneous Internet of Things, person in charge of Anhui University, completed. (2015.01.01 ~ 2018.12.31) 

  1. Key project of Anhui Provincial Department of Education (Grant No. KJ2018A0031), research on cloud security shared attribute encryption method for electronic health records, hosted and completed. (2018.01.01 ~ 2019.12.01) 

Some papers:

  1. S. Li, H. Zhong, L. Wang, J. Cui, J. Han and Z. Ying, "SecuCar: Data Loss Prevention for Cloud assisted VSS based on Public Auditing Technique," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2023.3281728. (Top journal in the field of vehicle network technology, JCR Q1, IF: 6.239)
  2. Long Y, Ying Z*, Yan H, et al. Membership reconstruction attack in deep neural networks[J]. Information Sciences, 2023, 634: 27-41. (JCR Q1, IF: 6.795)
  3. Y. Wang, Y. Peng, X. Liu, Z. Ying, J. Cui, et al. "aChain: A SQL-empowered Analytical Blockchain as a Database," in IEEE Transactions on Computers, doi: 10.1109/TC.2023.3287036. (CCF Category A, top journal in the field of computer architecture, JCR Q1, IF: 3.183)
  4. Ying Z, Zhang G, Pan Z, et al. FedECG: A federated semi-supervised learning framework for electrocardiogram abnormality prediction[J]. Journal of King Saud University-Computer and Information Sciences, 2023, 35(6): 101568. (JCR Q1, IF: 13.473)
  5. Y. Cheng, J. Ma, Z. Liu, L. Wang, Z. Ying and X. Chen, "Efficient Anonymous Authentication and Privacy-Preserving Reliability Evaluation for Mobile Crowdsensing in Vehicular Networks," in IEEE Internet of Things Journal, doi : 10.1109/JIOT.2023.3259961. (Top journal in the field of Internet of Things technology, JCR Q1, IF: 10.238)
  6. Ying Z, Lan W, Deng C, et al. DVIT—A Decentralized Virtual Items Trading Forum with Reputation System[J]. Mathematics, 2023, 11(2): 429. https://doi.org/10.3390/math11020429 (JCR Q1)
  7. Z. Ying, H. Yang, C. Chu and S. Xu, "ZRA: A Secure and Radical Auction Scheme for Blockchain with Privacy Preservation," 2022 IEEE 21st International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS ), Chongqing, China, 2022, pp. 167-174, doi: 10.1109/IUCC-CIT-DSCI-SmartCNS57392.2022.00036. (EI)
  8. Z. Ying, M. Liu, S. Kong, S. Xu and J. Xiong, "Anonymous Hierarchical Identity-based Encryption EHR Sharing Mechanism Based on SM9," 2022 IEEE 21st International Conference on Ubiquitous Computing and Communications (IUCC/CIT/ DSCI/SmartCNS), Chongqing, China, 2022, pp. 17-22, doi: 10.1109/IUCC-CIT-DSCI-SmartCNS57392.2022.00017. (EI)
  9. Z. Ying, Y. Zhang, S. Xu, G. Xu and W. Liu, "Anteater: Malware Injection Detection with Program Network Traffic Behavior," 2022 International Conference on Networking and Network Applications (NaNA), Urumqi, China, 2022 , pp. 169-175, doi: 10.1109/NaNA56854.2022.00036. (EI)
  10. J. Zhang, Y. Wang, Z. Ma, X. Yang, Z. Ying, and J. Ma, "A Location-Aware Verifiable Outsourcing Data Aggregation in Multi-blockchains," in IEEE Internet of Things Journal, vol. 10, no . 6, pp. 4783-4798, 15 March 15, 2023, doi: 10.1109/JIOT.2022.3221555. (Top journal in the field of Internet of Things technology, JCR Q1, IF: 10.238)
  11. Ying Zuobin, Fang Yichen, Zhang Yiwen. DP-DFL: Privacy-preserving federated learning framework with dynamic aggregation weights [J]. Journal of Network and Information Security, 2022, 8(5): 56-65. (High Quality in CCF Computing Field Scientific and technological journals T2)
  12. Y. Yang, Y. Miao, Z. Ying, J. Ning, X. Meng and K. -K. R. Choo, "Privacy-Preserving Threshold Spatial Keyword Search in Cloud-Assisted IIoT," in IEEE Internet of Things Journal, vol. 9, no. 18, pp. 16990-17001, 15 Sept.15, 2022, doi: 10.1109/JIOT.2021.3138136. (Top journal in the field of Internet of Things technology, JCR Q1, IF: 10.238)
  13. X. You, X. Liu, N. Jiang, J. Cai and Z. Ying, "Reschedule Gradients: Temporal Non-IID Resilient Federated Learning," in IEEE Internet of Things Journal, 2022, doi: 10.1109/JIOT.2022.3203233. (Top journal in the field of Internet of Things technology, JCR Q1, IF: 10.238)
  14. Bi R, Zhao M, Ying Z, et al. Achieving dynamic privacy measurement and protection based on reinforcement learning for mobile edge crowdsensing of IoT[J]. Digital Communications and Networks, 2022. (Top journal in the field of digital communications, JCR Q1, IF : 6.348)
  15. Z. Ying, S. Cao, X. Liu, Z. Ma, J. Ma and R. H. Deng, "Privacy Signal: Privacy-Preserving Traffic Signal Control for Intelligent Transportation System," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/ TITS.2022.3149600. (CCF Category B, top journal in the field of intelligent transportation, JCR Q1, IF: 9.551)
  16. 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. (Cloud Top journal in the field of computing, JCR Q1, IF: 5.697)
  17. Y. Zhang, Z. Ying and C. L. P. Chen, "Achieving Privacy-Preserving Multi-Task Allocation for Mobile Crowdsensing," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2022.3153473. (Top journal in the field of Internet of Things technology, JCR Q1 , IF: 10.238)
  18. Zhang Y, Wei X, Cao J, Ning J, Ying Z and Zheng D. Blockchain-Enabled Decentralized Attribute-Based Access Control with Policy Hiding for Smart Healthcare[J]. Journal of King Saud University-Computer and Information Sciences, 2022. (JCR Q1, IF: 13.473)
  19. Wang Z, Zhang J, Liu Y, Lu M, Ying Z and Ma J. A certificateless authentication scheme with fuzzy batch verification for federated UAV network[J]. International Journal of Intelligent Systems, 2022. (JCR Q1, IF: 8.993)
  20. Zhang Y, Ying Z, Zhao B, et al. A privacy preserving data aggregation and query for metro passenger flow via mobile crowdsensing[J]. Concurrency and Computation: Practice and Experience, 2022: e6965. (JCR Q3)
  21. Meng X, Yang Y, Li K and Ying Z. A Structure-Aware Adversarial Framework with the Keypoint Biorientation Field for Multi-person Pose Estimation[J]. Wireless Communications and Mobile Computing, 2022, 2022. (CCF Class C, JCR Q2, Wireless Internationally renowned journals in the field of communications)
  22. Wu B, Wu Q, Ying Z. GAP-MM: 5G-Enabled Real-Time Autonomous Vehicle Platoon Membership Management Based on Blockchain[J]. Security and Communication Networks, 2022, 2022. (CCF Class C, internationally renowned in the field of information security journal)
  23. 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. (CCF Category A, top journal in the field of service computing, JCR Q1, IF: 11.019)
  24. 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. (Top journal in the field of vehicle network technology, JCR Q1, IF: 6.239)
  25. X. Liu, L. Xie, Y. Wang, J. Zou, J. Xiong, Z. Ying, A.V. Vasilakos, "Privacy and Security Issues in Deep Learning: A Survey," in IEEE Access, vol. 9, pp. 4566-4593, 2021, doi: 10.1109/ACCESS.2020.3045078. (SCI, JCR Q2, IF: 3.476)
  26. 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, 2021. (CCF Class C, internationally renowned in the field of information security journal)
  27. 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)
  28. Y. Li, G. Hu, X. Liu and Z. Ying, "Cross the Chasm: Scalable Privacy-Preserving Federated Learning against Poisoning Attack," 2021 18th International Conference on Privacy, Security and Trust (PST), 2021, pp. 1-5, doi: 10.1109/PST52912.2021.9647750. (International Famous Conference on Information Security and Cryptography, EI)
  29. 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. (CCF Category B, top journal in the field of intelligent transportation, JCR Q1, IF: 9.551)
  30. 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. (Top journal in the field of Internet of Things technology, JCR Q1, IF: 10.238)
  31. 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. ( CCF Category B, Top Conference on Acoustic Speech Signal Processing, EI)
  32. 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. (CCF Computing Field High Quality Science and Technology Journal T1, SCI)
  33. Ying Zuobin, Si Yuanping, Ma Jianfeng, Liu Simon. Distributed EHR fine-grained traceability scheme based on blockchain [J]. Journal of Communications, 2021, 42(05): 205-215. (High Quality in CCF Computing Field Science and Technology Journal T1, EI)
  34. Ying Z, Si Y, Ma J, et al. FHPT: Fine-Grained EHR Sharing in E-Healthcare Cloud with Hidden Policy and Traceability[C]. GLOBECOM 2020-2020 IEEE Global Communications Conference. IEEE, 2020: 1-6. (CCF Category C, international flagship conference in the field of communications, EI)
  35. Ying Z, Cao S, Xu S, et al. Privacy-preserving Intelligent Traffic Light Control[C]. GLOBECOM 2020-2020 IEEE Global Communications Conference. IEEE, 2020: 1-6. (CCF Category C, international flagship conference in the field of communications ,EI)
  36. Ying Z, Zhang Y, Liu X. Privacy-Preserving in Defending against Membership Inference Attacks[C]. Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice. ACM CCS 2020 Workshop PPMLP. 2020: 61-63. (ACM CCS Workshop, EI)
  37. Zhao Zijun, Ying Zuobin*, Yang Zhao, Liu Simon, Ma Jianfeng. Fleet member recommendation combining blockchain and vehicle social network [J]. Journal of Xi'an University of Electronic Science and Technology, 2020,47(05):122-129. (EI )
  38. Ying Z, Yi L, Ma M. BEHT: Blockchain-Based Efficient Highway Toll Paradigm for Opportunistic Autonomous Vehicle Platoon[J]. Wireless Communications and Mobile Computing, 2020, 2020. (CCF Category C, an internationally renowned journal in the field of mobile communications)
  39. Ying Z, Zhang Y, Cao S, et al. OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning[J]. Transactions on Emerging Telecommunications Technologies, 2020: e3953. (SCI, JCR Q2, IF: 3.31)
  40. Ying Z, Zhang Y, Cao S, et al. OIDPR: Optimized Insulin Dosage based on Privacy-Preserving Reinforcement Learning[C]. 2020 IFIP Networking Conference (Networking). IEEE, 2020: 655-657. (CCF Class C, Computer Well-known international conference in the field of networking, EI)
  41. Ying Z, Jiang W, Liu X, et al. Implementing Security-Enhanced PHR System in the Cloud Using FAME[C]. 2019 IEEE Global Communications Conference (GLOBECOM). IEEE, 2019: 1-6. (CCF Class C, Communications Field International Flagship Conference, EI)
  42. Ying Z, Cao S, Zhou P, et al. Lightweight Outsourced Privacy-Preserving Heart Failure Prediction Based on GRU[C]. International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP). Springer, Cham, 2019: 521-536. (CCF Category C, a well-known international conference in the field of distributed computing, EI)
  43. Ying Z, Jiang W, Liu X, et al. Privacy-Preserving Fine-Grained Outsourcing PHR with Efficient Policy Updating[C]. International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP). Springer, Cham, 2019: 512-520 . (CCF Category C, a well-known international conference in the field of distributed computing, EI)
  44. Ying Z, Ma M, Yi L. BAVPM: Practical Autonomous Vehicle Platoon Management Supported by Blockchain Technique[C]. 2019 4th International Conference on Intelligent Transportation Engineering (ICITE). IEEE, 2019: 256-260. (EI)
  45. Cui J, Zhang X, Zhong H, Ying Z, et al. RSMA: Reputation System-based Lightweight Message Authentication Framework and Protocol for 5G-enabled Vehicular Networks[J]. IEEE Internet of Things Journal, 2019. (IoT Technology Field Top journal, JCR Q1, IF: 10.238)
  46. Ying Z, Wei L, Li Q, et al. A Lightweight Policy Preserving EHR Sharing Scheme in the Cloud[J]. IEEE Access, 2018, 6: 53698-53708. (SCI, JCR Q2, IF: 3.476)
  47. Ying Z, Jang W, Cao S, et al. A Lightweight Cloud Sharing PHR System With Access Policy Updating[J]. IEEE Access, 2018, 6: 64611-64621. (SCI, JCR Q2, IF: 3.476)
  48. Li Q, Zhu H, Ying Z, et al. Traceable Ciphertext-Policy Attribute-Based Encryption with Verifiable Outsourced Decryption in eHealth Cloud[J]. Wireless Communications and Mobile Computing, 2018, 2018. (CCF Class C, International in the Field of Wireless Communications Well-known journals)
  49. Chen Z, Bao X, Ying Z*, et al. Differentially Private Location Protection with Continuous Time Stamps for VANETs[C]. International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP). Springer, Cham, 2018: 204-219. (CCF Category C, a well-known international conference in the field of distributed computing, EI)
  50. Ying Zuobin, Ma Jianfeng, Cui Jiangtao. Semi-policy hidden attribute encryption scheme supporting dynamic policy update[J]. Journal of Communications, 2017, 36(12): 1-221. (CCF Computing Field High-Quality Science and Technology Journal T1, EI)
  51. Ying Zuobin, Ma Jianfeng, Cui Jiangtao. Attribute encryption scheme supporting location verification and policy change[J]. Journal of Xi'an University of Electronic Science and Technology, 2017, 2: 63-68. (EI)
  52. Ying Z, Li H, Ma J, et al. Adaptively secure ciphertext-policy attribute-based encryption with dynamic policy updating [J]. Science China Information Sciences, 2016, 59(4): 042701. (CCF Category A, Science China Top journal in the field, CCF high-quality scientific and technological journal T1 in the field of computing, JCR Q1, IF: 4.38)
  53. Yanguo P, Jiangtao C, Changgen P, Zuobin Ying, et al. Certificateless public key encryption with keyword search[J]. China Communications, 2014, 11(11): 100-113. (CCF high-quality scientific and technological journal in the field of computing T2, SCI)

 

Standard  Formulation

  1. China Post and Express Industry Standards, "Requirements for the Protection of Personal Privacy Information of Delivery Users"
  2. Chinese Graphics Society (CGS) group standard, "Requirements for joint modeling and application management of medical imaging data based on privacy-enhanced federated learning"
  3. China Institute of Electronics Group Standards, "General Specifications for the Flow of Cross-Border Financial Credit Data"
  4. Guangdong-Hong Kong-Macao Greater Bay Area Standards Innovation Alliance Group Standard, "Blockchain Genetic Data Application Audit Implementation Specifications"

 

Patent​

  1. Ying Zuobin, Jiang Wenjie, Zhong Hong. A ciphertext encryption method, system and storage medium with policy hiding function. Authorized. No.CN108989339A.
  2. Ying Zuobin, Jiang Wenjie, Zhong Hong. A fast attribute encryption method based on policy hiding and adaptive policy update. Authorized. No.CN110784316B.
  3. Zhao Zijun, Ying Zuobin, Cao Shuanglong, Ma Jianfeng. A method and equipment for encrypting autonomous driving data under 5G communication. Practical review stage. No.2020109354098.
  4. Ying Zuobin, Yi Longyang, Yang Zhao. A blockchain-based fleet ETC payment information processing system and method. Practical review stage. No.2019110076476.