信息物理系统的博弈论弹性分析

Fei He, J. Zhuang, N. Rao, Chris Y. T. Ma, David K. Y. Yau
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引用次数: 12

摘要

我们通过将提供者和攻击者之间的交互建模为结合网络和物理空间的同时游戏来研究网络物理系统的弹性。提供者和攻击者的目标都是最大化各自的效用,这是由目标收入和投资成本之间的权衡决定的。系统弹性函数被表示为网络空间和物理空间的生存概率的幂形式乘积,每个空间都有相应的相关系数。基于强化和攻击水平的竞赛成功函数用于估计网络空间和物理空间的生存概率。提出了基于博弈纳什均衡的供应商策略,并分析了网络和物理相关系数、目标收入和成本的敏感性。结果表明,这些相关系数影响了网络和物理加固策略,并为系统弹性提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Game-theoretic resilience analysis of Cyber-Physical Systems
We investigate the resilience of cyber physical systems by modeling the interaction between provider and attacker as a simultaneous game that incorporates cyber and physical spaces. Both the provider and attacker aim to maximize their individual utility, which is determined by a trade-off between target revenue and investment cost. The system resilience function is formulated as a power-form product of the survival probabilities of cyber and physical spaces, each with a corresponding correlation coefficient. The contest success functions based on the reinforcement and attack levels are used to estimate the survival probabilities of cyber and physical spaces. We present the provider strategies based on the Nash equilibrium of the game, and analyze the sensitivities with respect to cyber and physical correlation coefficients, target revenues and costs. The results show that these correlation coefficients affect the cyber and physical reinforcement strategies, and also provide new insights into the system resilience.
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