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A Game-Theoretic Approach to Cross-Layer Security Decision-Making in Industrial Cyber-Physical Systems

机译:工业网络物理系统中跨层安全决策的博弈论方法

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摘要

Current security measures in industrial cyber-physical systems (ICPS) lack the active decision capability to defend against highly-organized cyber-attacks. In this paper, a security decision-making approach based on stochastic game model is proposed to characterize the interaction between attackers and defenders in ICPSs and generate optimal defense strategies to minimize system losses. The major distinction of this approach is that it presents a practical way to build a cross-layer security game model for ICPSs by means of quantitative vulnerability analysis and time-based unified payoff quantification. A case study on a hardware-in-the-loop simulation testbed is carried out to demonstrate the feasibility of the proposed approach.
机译:工业网络物理系统(ICPS)中当前的安全措施缺乏防御高度组织的网络攻击的主动决策能力。本文提出了一种基于随机博弈模型的安全决策方法,以刻画ICPS中攻击者与防御者之间的相互作用,并生成最优的防御策略以最小化系统损失。这种方法的主要区别在于,它通过定量漏洞分析和基于时间的统一收益量化,提供了一种构建ICPS跨层安全游戏模型的实用方法。通过在硬件在环仿真试验台上进行案例研究,证明了该方法的可行性。

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