个人基本情况介绍:

张镇勇，金沙乐娱场app下载-js33333金沙线路检测特聘教授B岗,金沙乐娱场app下载学科学术带头人（培育）。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学位(师从沈学民院士、陈积明教授、程鹏教授)。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技术应用安全、智能终端定位与导航系统、智能电网安全等国际前沿热点课题。研究成果发发表/接收论文近40篇，一作/通讯作者16篇（中科院二区以上15篇），授权专利一项，参与编写教材一本，主编的工控系统安全白皮书入选工业安全产业联盟“最受关注榜单”，获批各类漏洞号8项。受邀担任国际期刊FRCMN、CNC编委, 国际会议ASCC、SmartGridComm、ICPS论坛主席，iSCI 2022、GlobeComm 2021/2022, ASCC 2022, SmartGridComm TPC member，IEEE TIFS、TAC、TPS、TSG等汇刊审稿人，受邀在CCF YOCSEF作智能电网安全方向的主题报告，被评为PMC、JFI杰出审稿人，担任CNCC 2022工控安全主题技术论坛负责人。

个人主页链接：https://zzyzhuiying.github.io/

欢迎认真踏实、吃苦耐劳的同学加入我们的团队！常年开放研究生的申请！

研究领域与方向:

智能系统安全、大数据安全、智能电网安全、大数据处理、人工智能

学术论著:

[1] Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, 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. CCF A 类，中科院1区, JCR 1区, IF: 7.231 (top)

[2] 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. CCF A 类，中科院1区, JCR 1区, IF: 7.231 (top)

[3] 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, DOI: 10.1109/TSMC.2022.3222793, to appear. 中科院1区，CCF B 类，IF: 13.451

[4] 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, DOI: 10.1109/TPWRS.2022.3169139, to appear. IF: 7.236，中科院1区

[5] Zhenyong Zhang, Shibo He, Yuanchao Shu, 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 类, 中科院2区, JCR 1 区，IF: 6.075

[6] Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, 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1区, JCR 1区，IF: 10.238  (top)

[7] Zhenyong Zhang, Junfeng Wu, Peng Cheng, 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. JCR 1区, 中科院2区，IF: 5.418

[8] Zhenyong Zhang, Ruilong Deng, Peng Cheng, 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, 中科院3区, JCR 1区，IF: 4.347

[9] Zhenyong Zhang, Ruilong Deng, Peng Cheng, 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1区, JCR 1区，IF: 10.238

[10] Zhenyong Zhang, Youliang Tian, Ruilong Deng, Jianfeng Ma. “A Double-Benefit Moving Target Defense Against Cyber-Physical Attacks in Smart Grid”. IEEE Internet of Things Journal, 接收，2022.03. DOI: 10.1109/JIOT.2022.3161790,中科院1区, JCR 1区，IF: 10.238

[11] Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, 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, article 25, Feb. 2020. CCF C 类，CPS领域顶刊, 接受率＜10% (引用排名前25%)

[12] Zhenyong Zhang, David K. Y. Yau. “CoRE: Constrained Robustness Evaluation of Machine Learning-based Stability Assessment for Power Systems”. IEEE/CAA Journal of Automatica Sinica, to appear. (JAS acceptance rate : 10%) 中科院1区

[13] 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, to appear. 中科院1区, IF: 7.847

[14] Zhenyong Zhang, Ruilong Deng, “Impact Analysis of Moving Target Defense on the Frequency Stability in Smart Grid”. IEEE/CAA Journal of Automatica Sinica, to appear. 中科院1区

[15] Shisheng Fu, Zhenyong Zhang(通讯作者), Yang Jiang, Jing Chen, Xiaoxiao Peng, Weiguo Zhao. “An Automatic RF-EMF Radiated Immunity Test System for Electricity Meters in Power Monitoring Sensor Network”. Ad Hoc & Sensor Wireless Networks, vol. 50, pp. 173-192, Aug. 2021. 已接收, Aug. 2021.中科院4区，JCR 2 区，IF:1.013

[16] Jingpei Wang, Mufeng Wang, Zhenyong Zhang (通讯作者), Hengye Zhu. “Towards A Trust Evaluation Framework against Malicious Behaviors of Industrial IoT”. IEEE Internet of Things Journal, DOI: 10.1109/JIOT.2022.3179428, to appear. 中科院1区, JCR 1区，IF: 10.238

[17] Zhenyong Zhang, Junfeng Wu, David K. Y. Yau, Peng Cheng, Jiming Chen. “Secure Kalman Filter State Estimation by Partially Homomorphic Encryption”. ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2018. EI

[18] Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, Jiming Chen. “On Effectiveness of Detecting FDI Attacks on Power Grid using Moving Target Defense”. IEEE-PES International Conference on Innovative Smart Grid Technologies (ISGT NA), pp.1-5, Feb. 2019. EI

[19] Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, Jiming Chen. “Zero-Parameter-Information FDI Attacks Against Power System State Estimation”. IEEE America Control Conference (ACC), July 2020. (顶级会议)

[20] Zhenyong Zhang, Xin Che, Xuguo Jiao, Wanke Yu, Liang Wan. “Quadratic Optimization Using Additive Homomorphic Encryption in CPS”. Asian Control Conference (ASCC), pp. 1995-2000, June 2022.

[21] Zhuoying Shi, Zhenyong Zhang, Yuanchao Shu, Shibo He, Jiming Chen. “Indoor Navigation Leveraging Gradient WiFi Signals”. ACM International Conference on Embeded Networked Sensor Systems (Sensys), 2017. CCF B类，EI

[22] Rongkuan Ma, Peng Cheng, Zhenyong Zhang, Wenwen Liu, Qingxian Wang, Qiang Wei. “Stealthy Attack against Redundant Controller Architecture of Industrial Cyber-Physical System”. IEEE Internet of Things Journal, vol. 6, no. 6, pp. 9783-9793, 2019. 中科院1区, JCR 1区, IF: 9.936

[23] Ke Liu, Mufeng Wang, Rongkuan Ma, Zhenyong Zhang, Qiang Wei. “Detection and Localization of Cyber Attacks on Water Treatment System: An Entropy-Based Approach”. Frontiers of Information Technology & Electronic Engineering, DOI: http://doi.org/10.1631/FITEE.2000546.已接收. 中科院3区，JCR 2区，IF: 1.604

[24] Mengxiang Liu, Zheyuang Cheng, Zhenyong Zhang, Mingyang Sun, Ruilong Deng, Peng Cheng, Mo-Yuen Chow. “A Multi-Agent System Based Hierarchical Control Framework for Microgrids”. The IEEE Power & Energy Society General Meeting 2021, 已接收. DOI: 10.1109/PESGM46819.2021.9638070

[25] Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng, Peng Cheng. “Analysis of Moving Target Defense in Unbalanced and Multiphase Distribution Systems Considering Voltage Stability”. The SmartGridComm 2021, 已接收. DOI: 10.1109/SmartGridComm51999.2021.9632320

[26] Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng, Peng Cheng, Jiming Chen. “Converter-based Moving Target Defense Against Deception Attacks in DC Microgrids”. IEEE Transactions on Smart Grid, Accepted, Early Access, 2021. DOI: 10.1109/TSG.2021.3129195, JCR 1区，中科院1区，IF: 8.96

[27] Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng. “Explicit Analysis on Effectiveness and Hiddenness of Moving Target Defense in AC Power Systems”. IEEE Transactions on Power Systems, DOI: 10.1109/TPWRS.2022.3152801, to appear.

[28] Lanting Zeng, Mingyang Sun, Xu Wan, Zhenyong Zhang, Ruilong Deng, Yan Xu. “Physics-Constrained Vulnerability Assessment of Deep Reinforcement Learning-based SCOPF”. IEEE Transactions on Power Systems, DOI: 10.1109/TPWRS.2022.3192558, to appear.

[29] Ke Liu, Jingyi Wang, Qiang Wei, Zhenyong Zhang, Jun Sun, Rongkuan Ma, Ruilong Deng. “HRPDF: A Software-Based Heterogeneous Redundant Proactive Defense Framework for Programmable Logic Controller”. Journal of Computer Science and Technology, vol. 36, no. 6, pp. 1307-1324, Nov. 2021. JCR 2区，中科院2区, IF：1.571

[30] Mengzhi Wang, Peng Cheng, Zhenyong Zhang, Mufeng Wang, Jiming Chen. “Periodic Event-triggered MPC for Continuous-time Nonlinear Systems with Bounded Disturbance”. IEEE Transactions on Automatic Control, Accepted, 2021. JCR 1区，中科院2区，IF: 5.792

[31] 彭莎，孙铭阳，张镇勇，邓瑞龙，程鹏，“机器学习在电力信息物理系统网络安全中的应用”. 电力系统自动化，接收，中国科技期刊卓越行动计划梯队期刊，EI核心期刊。北大核心EICSCD :1-16[2022-01-13].http://kns.cnki.net/kcms/detail/32.1180.TP.20211224.2018.012.html.

[32] Xuguo Jiao, Xiaowen Zhou, Qinmin Yang, Zhenyong Zhang, Wenfeng Liu, Jingbo Zhao. “An Improved Optimal Torque Control Based on Estimated Wind Speed for Wind Turbines”. Asian Control Conference (ASCC), June 2022.

[33] Ze Yang, Zhenyong Zhang, Youliang Tian. “Experimental Validation of Encrypted Quadratic Optimization Implemented on Raspberry Pi”. Asian Control Conference (ASCC), June 2022.

发明专利：

[34] 张镇勇，程鹏，潘骏，陈积明等. 基于混合同态加密的错误数据注入攻击防御方法. 专利号：ZL201910917532.4, 授权日：2021.01.01, 授权公告号：CN110545289B

编撰论著：

[1] 程鹏，张镇勇. 冶金工控系统主动防御技术体系白皮书. 网址：http://nesc.zju.edu.cn/#/res/whitebook，入选工业安全产业联盟“2021年度国内工业控制系统网络安全最受关注榜单”

科研课题:

(1)国家自然科学基金委员会, 联合基金项目, U21A20456, 基于5G/B5G信号的城市低空无人机高精度感知技术研究, 2022-01-01 至 2025-12-31, 266万元，主参

(2)国家自然科学基金委员会, 面上项目, 62073285, 面向信息物理协同攻击的智能电网安全防护, 2021-01-01 至 2024-12-31, 57万元，主参

(3)国家自然科学基金委员会, 面上项目, 61972345, 工业控制系统可信协同防护理论和方法研究, 2020-01-01 至 2023-12-31, 60万元，主参

(4)国家自然科学基金委员会, 重点项目, 61833015, 面向智能电网的信息物理安全理论及主动防御技术,2019-01-01 至 2023-12-31, 289万元，主参

(5)金沙乐娱场app下载-js33333金沙线路检测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

(6)金沙乐娱场app下载-js33333金沙线路检测自然科学专项（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

(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， ICT2022B64，5万元，2022.01~2023.01，主持

(8)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

(9)中华人民共和国科学技术部, 国家重点研发计划, 2018YFB0803501,工控系统安全主动防御机制及体系研究, 2018-07 至 2021-06, 677万元，主参

(10)中华人民共和国科学技术部, 国家重点研发计划, 2021YFB3101105, 全流程可追溯的数据滥用监管技术, 2021-12 至 2024-11, 628万元，主参

电子邮件：

zhangzy@gzu.edu.cn