A survey on security control and attack detection for industrial cyber-physical systems

被引:623
|
作者
Ding, Derui [1 ]
Han, Qing-Long [1 ]
Xiang, Yang [1 ]
Ge, Xiaohua [1 ]
Zhang, Xian-Ming [1 ]
机构
[1] Swinburne Univ Technol, Sch Software & Elect Engn, Melbourne, Vic 3122, Australia
基金
中国国家自然科学基金; 澳大利亚研究理事会;
关键词
Industrial cyber-physical systems; Cyber-attacks; Attack detection; Security control; DATA-INJECTION ATTACKS; DISTRIBUTED BAYESIAN DETECTION; GLOBAL ASYMPTOTIC STABILITY; NETWORKED CONTROL-SYSTEMS; LOAD FREQUENCY CONTROL; H-INFINITY CONTROL; STATE ESTIMATION; POWER-SYSTEM; NEURAL-NETWORKS; LINEAR-SYSTEMS;
D O I
10.1016/j.neucom.2017.10.009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cyber-physical systems (CPSs), which are an integration of computation, networking, and physical processes, play an increasingly important role in critical infrastructure, government and everyday life. Due to physical constraints, embedded computers and networks may give rise to some additional security vulnerabilities, which results in losses of enormous economy benefits or disorder of social life. As a result, it is of significant to properly investigate the security issue of CPSs to ensure that such systems are operating in a safe manner. This paper, from a control theory perspective, presents an overview of recent advances on security control and attack detection of industrial CPSs. First, the typical system modeling on CPSs is summarized to cater for the requirement of the performance analysis. Then three typical types of cyber-attacks, i.e. denial-of-service attacks, replay attacks, and deception attacks, are disclosed from an engineering perspective. Moreover, robustness, security and resilience as well as stability are discussed to govern the capability of weakening various attacks. The development on attack detection for industrial CPSs is reviewed according to the categories on detection approaches. Furthermore, the security control and state estimation are discussed in detail. Finally, some challenge issues are raised for the future research. (c) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1674 / 1683
页数:10
相关论文
共 50 条
  • [41] A Cyber-Security Methodology for a Cyber-Physical Industrial Control System Testbed
    Noorizadeh, Mohammad
    Shakerpour, Mohammad
    Meskin, Nader
    Unal, Devrim
    Khorasani, Khashayar
    IEEE ACCESS, 2021, 9 : 16239 - 16253
  • [42] Finding Dependencies between Cyber-Physical Domains for Security Testing of Industrial Control Systems
    Castellanos, John H.
    Ochoa, Martin
    Zhou, Jianying
    34TH ANNUAL COMPUTER SECURITY APPLICATIONS CONFERENCE (ACSAC 2018), 2018, : 582 - 594
  • [43] Cyber-physical attack graphs (CPAGs): Composable and scalable attack graphs for cyber-physical systems
    Barrere, Martin
    Hankin, Chris
    O'Reilly, Dean
    COMPUTERS & SECURITY, 2023, 132
  • [44] Optimal Linear Attack in Cyber-Physical Systems with Periodic Detection
    Qi, Jia
    Fang, Chongrong
    He, Jianping
    2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 840 - 845
  • [45] Challenges in Cyber-Physical Attack Detection for Building Automation Systems
    Runge, Isabel Madeleine
    Akinci, Burcu
    Berges, Mario
    PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION, BUILDSYS 2023, 2023, : 236 - 239
  • [46] Cyber-Physical Attack Conduction and Detection in Decentralized Power Systems
    Mohammadpourfard, Mostafa
    Weng, Yang
    Khalili, Abdullah
    Genc, Istemihan
    Shefaei, Alireza
    Mohammadi-Ivatloo, Behnam
    IEEE ACCESS, 2022, 10 : 29277 - 29286
  • [47] Extracting Novel Attack Strategies for Industrial Cyber-Physical Systems Based on Cyber Range
    Wei, Songxuan
    Jia, Yan
    Gu, Zhaoquan
    Shafiq, Muhammad
    Wang, Le
    IEEE SYSTEMS JOURNAL, 2023, 17 (04): : 5292 - 5302
  • [48] Replay Attack Detection for Cyber-Physical Systems with Sensitive States
    Chen, Tao
    Wang, Lei
    Ren, Xiaoqiang
    Liu, Zhitao
    Su, Hongye
    2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 2821 - 2826
  • [49] Recursive Filtering of Distributed Cyber-Physical Systems With Attack Detection
    Ding, Derui
    Han, Qing-Long
    Wang, Zidong
    Ge, Xiaohua
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (10): : 6466 - 6476
  • [50] A survey on security of cyber-physical systems under network attacks
    Ye D.
    Jin K.-J.
    Zhang T.-Y.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (08): : 2243 - 2252