Detection and Performance Compensation for Linear ?-Stealthy Attacks in Cyber-Physical Systems

被引:3
|
作者
Li, Pengyu [1 ]
Ye, Dan [1 ,2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Detectors; Technological innovation; Security; Network systems; Control systems; Q measurement; Gaussian distribution; Attack detection; cyber-physical systems (CPSs); performance compensation; state estimation; DATA-INJECTION ATTACKS; NETWORKED CONTROL-SYSTEMS; STATE ESTIMATION;
D O I
10.1109/TCNS.2022.3226946
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, a precisely designed system framework for linear cyber-physical systems is presented to address the detection and performance compensation problems caused by linear ?-stealthy attacks. In particular, this article constructs the security modules (data preprocess and data recovery) to assist the detectors (main detector and auxiliary detector) to alert the system anomalies. When no information is leaked, a parameter selection problem is analyzed to help the detector discover the attack. For the cases of model information leakage, we resort to the difference between the main detector and auxiliary detector to reveal the existence of linear ?-stealthy attacks. Under three different attack scenarios, this article derives the corresponding attack-compensation mechanisms to ensure that the performance losses of systems are bounded. Finally, a three-tank system is provided to verify the effectiveness of the theoretical results.
引用
收藏
页码:1338 / 1349
页数:12
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