應作斌,男,1982年6月出生,西安電子科技大學博士、新加坡南洋理工大學電氣與電子工程學院博士後。現任澳門城市大學數據科學學院副教授、博士生導師、研究生課程主任,曾任安徽大學計算機科學與技術學院碩士研究生導師、講師,澳門城市大學大學數據科學學院助理教授。
應作斌副教授主要研究方向為屬性加密、區塊鏈套用技術及隱私保護機器學習。2018年起,發表學術論文30餘篇,論文引用數量超800次,包括IEEE TSC, IEEE TVT, IEEE TITS、SCIS等。擔任多個信息安全期刊和國際會議的編輯和審稿人。授權發明專利1項,受理專利4項。
基本介紹
研究方向,人物經歷,科研項目,部分論文,
研究方向
雲計算安全、數據隱私保護
人物經歷
2019.02 ~ 2021.06 Research Fellow, Electrical & Electronic Engineering, NanyangTechnologicalUniversity
2012.9~2016.10 博士,計算機學院,西安電子科技大學
2006.9~2008.3 碩士,計算通信工程學院,中國科學院研究生院
2000.9~2004.6 學士,教育技術學院,安徽師範大學
科研項目
- 國家自然科學基金(NSFC)-澳門科學技術發展基金(FDCT)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(NSFC-FDCT, Grant No. 0051/2022/AFJ), 澳門方副負責人,在研。(2023.01.28 ~ 2026.01.28)
- 澳門科學技術發展基金 Science and Technology Development Fund (FDCT, Grant No. 0038/2022/A),面向澳門智慧醫療的康養數據隱私保護模型及關鍵技術研究,主持,在研。(2022.09.04 ~ 2024.09.03)
- 澳門基金會項目(研究類)(MF2102), 大灣區民生數據跨境的障礙,策略與技術研究:以醫療康養數據跨境為例,主持,結項。(2022.06.30 ~ 2023.06.30)
- 國家自然科學基金面上項目 (NSFC, Grant No. 62272195),車聯網中隱私保護的信任體系構建關鍵問題研究,第一參與人,在研。(2023.01.01 ~ 2026.12.30)。
- 新加坡國家科學院 (A*STAR) RIE2020 Advanced Manufacturing and Engineering (AME) Industry Alignment Fund (WP5: Design of Security Functionality for V2X Networks. Grant No. A19D6a0053),博士後,參與,結項。 (2019.11.1 ~ 2022.10.30)
- 新加坡國家研究基金National Research Foundation of Singapore (NRF Systemic Risk and Resilience Planning. Grant No. NRF2018-SR2001005),博士後,參與,結項。 (2018.10.01 ~ 2019.09.30)
- 國家自然基金重點項目 (NSFC, Grant No. U1405255),面向異構物聯網的安全融合理論及關鍵技術研究,安徽大學方負責人,結項。 (2015.01.01 ~ 2018.12.31)
- 安徽省教育廳重點項目 (Grant No. KJ2018A0031), 面向電子健康檔案的雲安全共享屬性加密方法研究,主持,結項。 (2018.01.01 ~ 2019.12.01)
部分論文
- 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. (車載網路技術領域頂級期刊,JCR Q1, IF: 6.239)
- 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)
- 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 A類,計算機體系結構領域頂級期刊,JCR Q1, IF: 3.183)
- Ying Z, Zhang G, Pan Z, et al. FedECG: A federated semi-supervised learning framework for electrocardiogram abnormalities prediction[J]. Journal of King Saud University-Computer and Information Sciences, 2023, 35(6): 101568. (JCR Q1, IF: 13.473)
- 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. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 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)
- 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)
- 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)
- 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)
- J. Zhang, Y. Wang, Z. Ma, X. Yang, Z. Ying, and J. Ma, "A Location-Aware Verifiable Outsourcing Data Aggregation in Multiblockchains," in IEEE Internet of Things Journal, vol. 10, no. 6, pp. 4783-4798, 15 March 15, 2023, doi: 10.1109/JIOT.2022.3221555. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 應作斌, 方一晨, 張怡文. DP-DFL:動態聚合權重的隱私保護聯邦學習框架[J]. 網路與信息安全學報, 2022, 8(5): 56-65. (CCF計算領域高質量科技期刊 T2)
- 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. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 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. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 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. (數字通信領域頂級期刊,JCR Q1, IF: 6.348)
- Z. Ying, S. Cao, X. Liu, Z. Ma, J. Ma and R. H. Deng, "PrivacySignal: Privacy-Preserving Traffic Signal Control for Intelligent Transportation System," in IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2022.3149600. (CCF B類,智慧型交通領域頂級期刊,JCR Q1, IF: 9.551)
- 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. (雲計算領域頂級期刊,JCR Q1, IF: 5.697)
- 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. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 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)
- 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)
- 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)
- Meng X, Yang Y, Li K and Ying Z. A Structure-Aware Adversarial Framework with the Keypoint Biorientation Field for Multiperson Pose Estimation[J]. Wireless Communications and Mobile Computing, 2022, 2022. (CCF C類,JCR Q2, 無線通信領域國際知名期刊)
- 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 C類, 信息安全領域國際知名期刊)
- 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 A類,服務計算領域頂級期刊,JCR Q1, IF: 11.019)
- 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. (車載網路技術領域頂級期刊,JCR Q1, IF: 6.239)
- 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)
- 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 C類, 信息安全領域國際知名期刊)
- 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)
- 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. (信息安全及密碼學國際著名會議,EI)
- 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 B類,智慧型交通領域頂級期刊,JCR Q1, IF: 9.551)
- 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. (物聯網技術領域頂級期刊,JCR Q1, IF: 10.238)
- 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 B類,聲學語言信號處理頂級會議,EI)
- 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計算領域高質量科技期刊 T1,SCI)