个人基本情况介绍:

张镇勇，湖北黄冈人，我校大数据学科特聘教授、学术学科带头人(培育)、网络空间安全系副主任、公共大数据国家重点实验室学术骨干。中南大学自动化专业学士，浙江大学控制科学与工程专业博士。长期致力于智能系统优化与安全研究，主要研究方向包括人工智能安全、智能电网安全、工控系统安全等国际前沿热点课题。相关研究成果在IEEE/ACM Trans.等控制/安全/网络等期刊/会议共发表学术论文50余篇，其中，以第一作者发表中科院1/2区论文23篇（包括IEEE TIFS、TMC、TCST、TSG、TPS、TCST、TCNS、IoT-J、Applied Energy、IEEE/CAA JAS、ACM TCPS等，IF>10论文12篇、CCF A类论文4篇），授权专利2项，主编白皮书2本，获批国家CNVD/NVDB漏洞号15项, 谷歌学术H值13，论文被引用556余次。主持各类纵向项目10余项，其中，国家自然科学基金2项（同年获批）。获得国际安全顶级会议ACSAC杰出论文奖（国内工控安全领域首篇），国家奖学金，浙江大学优秀研究生、优秀毕业研究生。指导本科生获得“挑战杯”全国大学生课外学术科技作品竞赛省级一等奖、获批国家级、省级大学生创新创业训练计划项目。中国自动化学会青工委委员，中国自动化学会会员，中国计算机学会会员，CCF YOCSEF 特邀讲者，中国计算机大会CNCC 2022、2023技术论坛负责人，中国科协决策咨询专家团队成员。受邀担任国际期刊CMC、FCAN、CNC、SNCS、MT编委、2022 ASCC、2022 SmartGridComm、2023 ICPS 论坛主席、IEEE TIFS、TSG、TPS等10余本顶级期刊审稿人。与英国帝国理工大学、新加坡科技设计大学、浙江大学、上海交通大学等国内外高校长期开展合作研究。

欢迎认真踏实、吃苦耐劳的同学加入我们的团队！常年开放计算机、控制、电气、人工智能、密码方向的研究生申请！

英文主页：https://zzyzhuiying.github.io/

研究领域与方向:

人工智能安全、智能电网安全、工控系统安全

科研课题:

(1)国家自然科学基金，面向信息物理协同攻击的负载频率控制系统安全防御研究，62303126，30万元，2024.01-2026.12，主持

The Natural Science Foundation of China no. 62303126

(2)国家自然科学基金，基于多源密态数据的隐私保护神经网络模型，62362008，33万元，2024.01-2027.12，主持

The Natural Science Foundation of China no. 62362008

(3)贵州省基础研究计划（自然科学）一般项目，面向智能电网状态估计的信息物理攻防建模及防御成本优化研究，黔科合基础-ZK[2022]一般149，10万元， 2022.04~2025.03，主持

Guizhou Provincial Science and Technology Projects no. ZK[2022]149

(4)贵州省教育厅高等学校科学研究项目（青年项目），面向大数据赋能的电网稳定性评估系统脆弱性研究，黔教技[2022]104号，4万元， 2023.01~2024.12，主持

the Guizhou Provincial Research Project (Youth) for Universities under grant [2022]104

(5)我校自然科学专项（特岗）科研基金项目，面向电力大数据与机器学习应用的安全研究，贵大特岗合字（2021）47号，60万元，2022.01~2025.01，主持

The Natural Science Special Foundation of Guizhou University under Grant no. [2021]47

(6)我校青年教师国家自然科学基金培育项目，面向电网稳定性评估系统的大数据与机器学习应用安全研究，贵大培育[2020]80，5.5万元，2021.09~2024.09，主持

The GZU cultivation project of NSFC under grant no. [2020]80

(7)工业控制技术国家重点实验室 2022年开放课题，面向智能电网人工智能应用的攻击建模和鲁棒性分析， ICT2022B64，2.68万元，2022.01~2023.01，主持

Open Research Project of the State Key Laboratory of Industrial Control Technology, Zhejiang University, China (no. ICT2022B64)

(8)上海市大数据管理系统工程研究中心，面向机器学习赋能的电力大数据应用脆弱性研究， 2万元， 2022.06~2023.06，主持

Funded by Shanghai Engineering Research Center of Big Data Management

(9)我校校级教改项目，基于工程创新能力培养的算法设计与分析课程实践教学研究， 2 万元，主持

(10)工业控制技术全国重点实验室 2023年开放课题，面向智能电网安全状态估计的移动目标防御理论研究，ICT2023B08，1.8万元，2023.08~2023.12，主持

Open Research Project of the State Key Laboratory of Industrial Control Technology, Zhejiang University, China (no. ICT2023B08)

学术论著:

(1) Jie Meng, Zeyu Yang, Zhenyong Zhang, Yangyang Geng, Ruilong Deng, Peng Cheng, Jiming Chen, and Jianying Zhou.SePanner: Analyzing Semantics of Controller Variables in Industrial Control Systems based on Network Traffic, ACSAC 2024. (杰出论文奖，安全领域顶会，CCF B)

(2) Lanting Zeng, Mingyang Sun, Xu Wan, Zhenyong Zhang, Ruilong Deng, and Yan Xu. Physics-Constrained Vulnerability Assessment of Deep Reinforcement Learning-based SCOPF, IEEE Transactions on Power Systems, vol. 38, no. 3, pp. 2690-2704, May 2023. (中科院一区)

(3) Zhenyong Zhang, Zhibo Yang, David K. Y. Yau, Youliang Tian, and Jianfeng Ma. Data Security of Machine Learning Applied in Low-carbon Smart Grid: A Formal Model for the Physics-constrained Robustness, Volume 347, 1 October 2023, 121405, Applied Energy. (中科院一区)

(4) Kedi Yang, Zhenyong Zhang (Co-first author), Youliang Tian, and Jianfeng Ma. A Secure Authentication Framework to Guarantee the Traceability of Avatars in Metaverse, IEEE Transactions on Information Forensics & Security, vol. 18, pp. 3817-3832, June 2023. DOI: 10.1109/TIFS.2023.3288689, to appear. (中科院一区)

(5) Zhenyong Zhang, Ruilong Deng, and David K. Y. Yau. Vulnerability of the Load Frequency Control Against the Network Parameter Attack, IEEE Transactions on Smart Grid, to appear. (中科院一区)

(6) Zhenyong Zhang, Ke Zuo, Ruilong Deng, Fei Teng, and Mingyang Sun. Cybersecurity Analysis of Data-Driven Power System Stability Assessment, IEEE Internet of Things Journal, vol. 10, no. 17, pp. 15723-15735, Sept. 2023. DOI: 10.1109/JIOT.2023.3264492, to appear. (中科院一区)

(7) Sha Peng, Zhenyong Zhang, Ruilong Deng, and Peng Cheng. Localizing False Data Injection Attacks in Smart Grid: A Spectrum-based Neural Network Approach, IEEE Transactions on Smart Grid, DOI: 10.1109‬/TSG.2023.3261970‬, to appear. (中科院一区)‬‬‬‬‬‬‬‬‬‬‬‬‬‬

(8) Mengzhi Wang, Peng Cheng, Zhenyong Zhang, Mufeng Wang, and Jiming Chen. Periodic Event-triggered MPC for Continuous-time Nonlinear Systems with Bounded Disturbances, IEEE Transactions on Automatic Control, to appear. (中科院一区)

(9) Zhenyong Zhang, Ruilong Deng, Youliang Tian, Peng Cheng, and Jianfeng Ma. SPMA: Stealthy Physics-Manipulated Attack and Countermeasures in Cyber-Physical Smart Grid. IEEE Transactions on Information Forensics & Security, vol. 18, pp. 581-596, Dec. 2022. DOI: 10.1109/TIFS.2022.3226868, to appear. (中科院一区)

(10) Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Moyuen Chow. Security Enhancement of Power System State Estimation With An Effective and Low-cost Moving Target Defense. IEEE Transactions on Systems, Man and Cybernetics：Systems, vol. 53, no. 5, pp. 3066-3081, May 2023. DOI: 10.1109/TSMC.2022.3222793, to appear. (中科院一区)

(11) Zhenyong Zhang* and David K. Y. Yau. CoRE: Constrained Robustness Evaluation of Machine Learning-based Stability Assessment for Power Systems. IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 2, pp. 557–559, Feb. 2023. (中科院一区)

(12) Zhenyong Zhang, Yan Qin, Jingpei Wang, Hui Li, and Ruilong Deng. Detecting the One-shot Dummy Attack on the Power Industrial Control Processes with An Unsupervised Data-Driven Approach. IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 2, pp. 550–553, Feb. 2023. (中科院一区)

(13) Zhenyong Zhang* and Ruilong Deng. Impact Analysis of Moving Target Defense on the Frequency Stability in Smart Grid. IEEE/CAA Journal of Automatica Sinica, vol. 10, no. 1, pp. 275–277, Jan. 2023. (中科院一区)

(14) Jingpei Wang, Mufeng Wang，Zhenyong Zhang*, and Hengye Zhu. Towards A Trust Evaluation Framework against Malicious Behaviors of Industrial IoT. IEEE Internet of Things Journal, vol. 9, no. 21, pp. 21260-21277, Nov. 2022. DOI: 10.1109/JIOT.2022.3179428, to appear.(中科院一区)

(15) Jingpei Wang, Zhenyong Zhang, and Mufeng Wang. A Trust Management Method against Abnormal Behavior of Industrial Control Networks under Active Defense Architecture. IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 2549-2572, Sept. 2022, DOI: 10.1109/TNSM.2022.3173398, to appear.(中科院二区)

(16) Zhenyong Zhang, Mingyang Sun, Ruilong Deng, Chongqing Kang, and Mo-Yuen Chow. Physics-Constrained Robustness Evaluation of Intelligent Security Assessment for Power Systems. IEEE Transactions on Power Systems, vol. 38, no. 1, pp. 872-884, Jan. 2023. DOI: 10.1109/TPWRS.2022.3169139, to appear.(中科院一区)

(17) Zhenyong Zhang, Youliang Tian, Ruilong Deng, and Jianfeng Ma. A Double-Benefit Moving Target Defense Against Cyber-Physical Attacks in Smart Grid. IEEE Internet of Things Journal, vol. 9, no. 18, pp. 17912-17925, Sept. 2022. DOI: 10.1109/JIOT.2022.3161790, to appear.(中科院一区)

(18) Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng, Peng Cheng and Jiming Chen. Converter-based Moving Target Defense Against Deception Attacks in DC Microgrids. IEEE Transactions on Smart Grid, DOI: 10.1109/TSG.2021.3129195, to appear.(中科院一区)

(19) Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, and Ruilong Deng. Explicit Analysis on Effectiveness and Hiddenness of Moving Target Defense in AC Power Systems. IEEE Transactions on Power Systems, vol. 37, no. 6, pp. 4732-4746, Nov. 2022. DOI: 10.1109/TPWRS.2022.3152801, to appear.(中科院一区)

(20) Zhenyong Zhang, Ruilong Deng, Peng Cheng, and Qiang Wei. “On Feasibility of Coordinated Time-Delay and False Data Injection Attacks on Cyber-Physical Systems”, IEEE Internet of Things Journal, vol. 9, no. 11, pp. 8720-8736, June 2022, DOI: 10.1109/JIOT.2021.3118065.(中科院一区)

(21) Zhenyong Zhang, Shibo He, Yuanchao Shu, and Zhiguo Shi. “A Self-Evolving WiFi-based Indoor Navigation System Using Smartphones”, IEEE Transactions on Mobile Computing, vol. 19, no. 8, pp. 1760-1774, Aug. 2020.(CCF A, 中科院二区)

(22) Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Jiming Chen. “Analysis of Moving Target Defense Against False Data Injection Attacks on Power Grid”, IEEE Transactions on Information Forensics & Security, vol.15, no. 1, pp. 2320-2335, Feb. 2020.(中科院一区)

(23) Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, and Jiming Chen. “On Hiddenness of Moving Target Defense against False Data Injection Attacks on Power Grid”, ACM Transactions on Cyber-physical Systems, vol. 4, no. 3, pp. 1-29, March. 2020.(ACM顶刊)

(24) Zhenyong Zhang, Junfeng Wu, Peng Cheng, and Jiming Chen. “Secure State Estimation using Hybrid Homomorphic Encryption Scheme”, IEEE Transactions on Control Systems Technology, vol. 29, no. 4, pp. 1704-1720, July 2021.(中科院二区)

(25) Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, and Peng Cheng. “Zero-Parameter-Information Data Integrity Attacks and Countermeasures in IoT-based Smart Grid”, IEEE Internet of Things Journal, vol. 8, no. 8, pp. 6608-6623, Apr. 2021.(中科院一区)

(26) Zhenyong Zhang, Ruilong Deng, Peng Cheng, and Moyuen Chow. “Strategic Protection against FDI Attacks with Moving Target Defense in Power Grids”, IEEE Transactions on Control of Network Systems, vol. 9, no. 1, pp. 245-256, March 2022. DOI: 10.1109/TCNS.2021.3100411

教学格言：

事上无难事，只怕有心人。

电子邮件：

zhangzy@gzu.edu.cn