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网络物理系统的级联故障:关于故障建模和漏洞分析的审查
IEEE transactions on cybernetics
|July 4, 2024
概括
网络物理系统 (CPS) 的级联故障是一个主要的威胁. 本研究定义了CPS级联故障,并提出了建模和漏洞分析的方法,以提高系统的弹性.
科学领域:
- 网络系统安全 网络系统安全
- 网络物理系统 (CPSs) 工程
背景情况:
- 级联故障对联网系统构成重大安全风险.
- 在网络物理系统 (CPS) 中的集成引入了复杂的故障传播动态.
- 了解和减轻这些故障对于系统完整性至关重要.
研究的目的:
- 为了全面定义CPS中的级联故障.
- 推进CPS中故障建模和漏洞分析的方法.
- 对CPS级联失败的现有研究进行调查和评估.
主要方法:
- 对历史CPS失败的分析,以定义级联失败传播.
- 开发用于建模和漏洞分析的指令.
- 目前研究方法的全面调查和分类.
- 数值实验以验证拟议的方法.
主要成果:
- 作为一个复杂的传播过程,CPS中的级联失效的详细定义.
- 确定CPS故障建模和漏洞分析中的核心挑战.
- 评估现有研究,突出进展和局限性.
- 通过数值实验验证方法的经验验证.
结论:
- 该研究为理解和分析CPS级联故障提供了一个框架.
- 未来的研究应该集中在不确定性分析,防御策略和验证平台上.
- 提高CPS应对级联故障的弹性对于安全至关重要.
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