随机网络物理系统抗隐身攻击的弹性控制:复杂动态网络加密策略

IF 8.6 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2024-11-26 DOI:10.1109/TSMC.2024.3493859
Jun-Lan Wang;Xiao-Jian Li
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引用次数: 0

摘要

研究了隐式完整性攻击下马尔可夫跳变网络物理系统的弹性控制问题。为了提高马尔可夫跳变cps的安全性,提出了一种基于复杂动态网络的加密方案。需要注意的是,现有的基于单节点混沌系统的加密机制,当部分加密信息被攻击者窃听时,无法检测到攻击。然而,本文提出的方法利用了cdn在加密链路上的复杂性的优势,仍然可以有效地识别攻击。此外,还考虑了通信网络中数据的通信延迟。结果表明,与现有结果相比,本文提出的加密方案在实现cdn同步时不涉及控制链路,从而扩大了允许的延迟范围。此外,驱动-响应复杂混沌网络的同步性保证了无攻击时马尔可夫跳变cps的标称性能和有攻击时随机输入到状态的稳定性。最后给出了两个实例,从理论上和仿真上说明了所提出的安全体系结构能够检测到攻击。
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Resilient Control of Stochastic Cyber-Physical Systems Against Stealthy Attacks: Complex Dynamical Networks Encryption Strategy
This article studies the resilient control issue of the Markovian jump cyber-physical systems (CPSs) under stealthy integrity attacks. In order to enhance the security of the Markovian jumping CPSs, an encryption scheme based on complex dynamical networks (CDNs) is presented. Note that the existing encryption mechanism based on single-node chaotic systems cannot detect attacks when part of the encrypted information is eavesdropped by the attacker. However, the method presented here plays the advantage of complexity of CDNs in the encryption link and can still effectively identify attacks. In addition, the communication delay of data in the communication network is considered. It is shown that compared with the existing results, the encryption scheme proposed in this article does not involve the control link when realizing CDNs synchronization, thus widening the allowable range of delay. Furthermore, the synchronization of drive-response complex chaotic networks guarantees the Markovian jumping CPSs nominal performance without attacks and the stochastic input-to-state stability with attacks. In the end, two examples are given to describe that the proposed security architecture can detect attacks both in theory and simulation.
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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Table of Contents Table of Contents IEEE Transactions on Systems, Man, and Cybernetics: Systems Information for Authors IEEE Transactions on Systems, Man, and Cybernetics: Systems Information for Authors IEEE Systems, Man, and Cybernetics Society Information
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