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A mathematical framework for the analysis of cyber-resilient control systems

机译:用于分析网络弹性控制系统的数学框架

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The increasingly recognized vulnerability of industrial control systems to cyber-attacks has inspired a considerable amount of research into techniques for cyber-resilient control systems. The majority of this effort involves the application of well known information security techniques to protect system networks. These techniques are primarily concerned with the prevention of unauthorized access and the protection of data integrity. While these efforts are important to protect the control systems that operate critical infrastructure, they are never perfectly effective thus motivating a need to develop control systems that will operate successfully during a cyber attack. Little research has focused on the design of control systems with closed-loop dynamics that are resilient to cyber-attack. An understanding of the types of modifications to the system and signals that could be employed by an attacker after they have gained access to the control system and the effects of these attacks on the behavior of the control systems can guide efforts to develop attack detection and mitigation strategies. To formulate this problem, consistent mathematical definitions of concepts within resilient control need to be established to enable a mathematical analysis of the vulnerabilities and resiliencies of a particular control system design methodology and architecture. In this paper, we propose rigorous definitions for state awareness, operational normalcy, and resiliency as they relate to realtime control systems. We will also discuss some mathematical consequences that arise from the proposed definitions. The goal is to begin to develop a mathematical framework and testable conditions for resiliency that can be used to build a sound theoretical foundation for resilient control research.
机译:越来越公认的工业控制系统对网络攻击的脆弱性引发了对网络弹性控制系统的技术的大量研究。大多数努力涉及应用众所周知的信息安全技术来保护系统网络。这些技术主要涉及预防未经授权的访问和保护数据完整性。虽然这些努力对于保护操作关键基础设施的控制系统非常重要,但它们永远不会完全有效,从而激励需要开发在网络攻击期间能够成功运行的控制系统。小型研究专注于具有闭环动力学的控制系统的设计,这些系统是有弹性的网络攻击。理解在他们获得对控制系统的访问之后,攻击者可以采用的系统和信号的修改类型以及这些攻击对控制系统行为的影响可以指导开发攻击检测和缓解的努力策略。为了制定这个问题,需要建立一个有弹性控制内的概念的一致数学定义,以实现特定控制系统设计方法和架构的漏洞和堆积的数学分析。在本文中,我们提出了对国家意识,运营正常和弹性的严格定义,因为它们与实时控制系统相关。我们还将讨论从拟议定义中产生的一些数学后果。目标是开始开发数学框架和可测试条件,可用于为弹性控制研究构建合理的理论基础。

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