Event-based secure control for cyber-physical systems against false data injection attacks

被引:0
|
作者
Li, Jinyan [1 ]
Li, Xiao-Meng [2 ]
Cheng, Zhijian [1 ]
Ren, Hongru [1 ]
Li, Hongyi [3 ]
机构
[1] Guangdong Univ Technol, Guangdong Hong Kong Joint Lab Intelligent Decis, Guangdong Prov Key Lab Intelligent Decis & Cooper, Sch Automat, Guangzhou 510006, Peoples R China
[2] Guangzhou Univ, Sch Mech & Elect Engn, Guangzhou 510006, Peoples R China
[3] Southwest Univ, Coll Elect & Informat Engn, Chongqing Key Lab Gener Technol Syst & Serv Robot, Chongqing 400715, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Attack detection; Cyber-physical systems; Dynamic event-triggered mechanism; False data injection attacks; Linear quadratic Gaussian control;
D O I
10.1016/j.ins.2024.121093
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper mainly studies an event-based secure control problem for cyber-physical systems against false data injection (FDI) attacks. First, a dynamic event-triggered transmission protocol is established to schedule the transmitted data from the sensor to the controller. Subsequently, an imperfect FDI attack model is constructed considering the real network environment, which would bypass the traditional residual-based detection methods. To overcome this drawback, an attack detection strategy based on secure history information is designed, which effectively mitigates the negative impact of uncertainty on the detection results. Based on the detection results, an eventbased secure linear quadratic Gaussian control scheme is designed, which can guarantee system performance and reduce the communication load effectively. Finally, a simulation experiment verifies that the proposed control method outperforms other algorithms in the literature, and the detection accuracy is increased by 91% to 98% .
引用
收藏
页数:18
相关论文
共 50 条
  • [41] An Event-Triggered χ2-Detector for Cyber-Physical Systems under False Data Injection Attacks
    Chen, Guoxi
    Zhang, Ya
    2020 IEEE 16TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2020, : 100 - 105
  • [42] Event-Triggered Fault Estimation and Fault Tolerance for Cyber-Physical Systems with False Data Injection Attacks
    Li, Yunji
    Zhou, Wenzhuo
    Wu, Yajun
    ACTUATORS, 2023, 12 (05)
  • [43] Reachable set control for nonlinear Markov jump cyber-physical systems with false data injection attacks
    Fan, Xiu-Yang
    Lin, Wen-Juan
    Liu, Zhen
    Zhao, Liang
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2024, 361 (01): : 224 - 233
  • [44] Event-Triggered Adaptive Fixed-Time Secure Control for Nonlinear Cyber-Physical System With False Data-Injection Attacks
    Gao, Yang
    Ma, Jiali
    Wang, Jiaqi
    Wu, Yifei
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2023, 70 (01) : 316 - 320
  • [45] Security control scheme for cyber-physical sstem with a complex network in physical layer against false data injection attacks
    Zhao, Younan
    Gu, Peng
    Zhu, Fanglai
    Liu, Tianyi
    Shen, Runjie
    APPLIED MATHEMATICS AND COMPUTATION, 2023, 447
  • [46] Detecting False Data Injection Attacks in Linear Parameter Varying Cyber-Physical Systems
    Golabi, Arash
    Erradi, Abdelkarim
    Tantawy, Ashraf
    Shaban, Khaled
    2019 INTERNATIONAL CONFERENCE ON CYBER SECURITY FOR EMERGING TECHNOLOGIES (CSET), 2019,
  • [47] Multi-Objective False Data Injection Attacks of Cyber-Physical Power Systems
    Lu, Kang-Di
    Wu, Zheng-Guang
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (09) : 3924 - 3928
  • [48] Worst-case ε-stealthy false data injection attacks in cyber-physical systems
    Li, Yi-Gang
    Yang, Guang-Hong
    INFORMATION SCIENCES, 2020, 515 : 352 - 364
  • [49] A Blended Active Detection Strategy for False Data Injection Attacks in Cyber-Physical Systems
    Ghaderi, Mohsen
    Gheitasi, Kian
    Lucia, Walter
    IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2021, 8 (01): : 168 - 176
  • [50] Optimal Data Injection Attacks in Cyber-Physical Systems
    Wu, Guangyu
    Sun, Jian
    Chen, Jie
    IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (12) : 3302 - 3312