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

被引:690
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 140 条
[31]   Distributed H∞ estimation with stochastic parameters and nonlinearities through sensor networks: The finite-horizon case [J].
Ding, Derui ;
Wang, Zidong ;
Dong, Hongli ;
Shu, Huisheng .
AUTOMATICA, 2012, 48 (08) :1575-1585
[32]   Event-Triggered Control Systems Under Denial-of-Service Attacks [J].
Dolk, V. S. ;
Tesi, P. ;
De Persis, C. ;
Heemels, W. P. M. H. .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2017, 4 (01) :93-105
[33]   An Event-Triggered Approach for Load Frequency Control With Supplementary ADP [J].
Dong, Lu ;
Tang, Yufei ;
He, Haibo ;
Sun, Changyin .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (01) :581-589
[34]   Energy-Efficient Information and Communication Infrastructures in the Smart Grid: A Survey on Interactions and Open Issues [J].
Erol-Kantarci, Melike ;
Mouftah, Hussein T. .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :179-197
[35]   A Game-Theoretic Analysis of Cyber Switching Attacks and Mitigation in Smart Grid Systems [J].
Farraj, Abdallah ;
Hammad, Eman ;
Al Daoud, Ashraf ;
Kundur, Deepa .
IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (04) :1846-1855
[36]   Secure Estimation and Control for Cyber-Physical Systems Under Adversarial Attacks [J].
Fawzi, Hamza ;
Tabuada, Paulo ;
Diggavi, Suhas .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (06) :1454-1467
[37]  
Fudong Ge, 2015, IEEE/CAA Journal of Automatica Sinica, V2, P353
[38]   Achieving Cluster Formation of Multi-Agent Systems Under Aperiodic Sampling and Communication Delays [J].
Ge, Xiaohua ;
Han, Qing-Long ;
Zhang, Xian-Ming .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 65 (04) :3417-3426
[39]   Distributed Formation Control of Networked Multi-Agent Systems Using a Dynamic Event-Triggered Communication Mechanism [J].
Ge, Xiaohua ;
Han, Qing-Long .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (10) :8118-8127
[40]   Consensus of Multiagent Systems Subject to Partially Accessible and Overlapping Markovian Network Topologies [J].
Ge, Xiaohua ;
Han, Qing-Long .
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (08) :1807-1819