基于信号发生器的隐蔽攻击检测和安全控制

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2024-10-29 DOI:10.1016/j.jfranklin.2024.107323
Xianghua Wang , Ali Zolghadri , Changqing Wang
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引用次数: 0

摘要

本文所要解决的问题是对受到隐蔽攻击的网络物理系统进行监控和安全控制。为了揭示隐蔽攻击,本文提出了一种在网络层和物理层构建信号发生器的攻击检测方案。与水印方案不同,所提出的信号发生器的动态是线性时不变的;与基于移动目标的方法也不同,所提出的方案不需要快速改变系统动态。此外,可以适当选择信号发生器的设计参数,以保证攻击发生后和检测到攻击前的输出跟踪性能。在检测到攻击后,将额定输出反馈控制器切换为基于自适应观测器的安全控制器,以确保输出跟踪性能水平。最后,我们通过数值模拟展示了所提方案的有效性。
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Covert attack detection and secure control based on signal generator
The problem addressed in this paper is the monitoring and secure control in cyber–physical-systems subject to covert attacks. To reveal the covert attacks, an attack detection scheme by constructing signal generators in both cyber-layer and physical-layer is proposed. Different from the watermarking scheme, the dynamics of proposed signal generators are linear time invariant; also different from the moving target-based method, the proposed scheme does not need to rapidly alter the system dynamics. Moreover, the design parameter of signal generators can be chosen appropriately to guarantee the output tracking performance after the occurrence of attacks and before their detection. After the attack has been detected, the nominal output feedback controller is switched into a secure controller based on adaptive observer to ensure an output tracking performance level. Finally, numerical simulations are provided to show the effectiveness of the proposed scheme.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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