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A game theoretic approach for adversarial pipeline monitoring using Wireless Sensor Networks

机译:使用无线传感器网络进行对抗性管道监控的博弈论方法

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Availability of low cost sensor nodes has made Wireless Sensor Networks (WSNs) a viable choice for monitoring critical infrastructure such as power grid, civil structures and others. There are quite a few approaches in the literature that use WSN to monitor pipelines (water, gas, oil, and various other types of pipelines). The primary goal of all these protocols is to detect device malfunctions such as pipe leakage, oil spillage etc. However, none of these protocols are specifically designed to handle a malicious active adversary such as terrorist attacks. In this paper, we present a game theoretic approach to monitoring pipeline infrastructures using WSNs in the adversarial context. More specifically, we use Stackelberg competition to model attacker-defender interaction and derive the equilibrium condition of such a game under appropriate utility functions. Finally, we show that a monitoring system can do no better by deviating from its equilibrium strategy if the adversary acts rationally.
机译:低成本传感器节点的可用性使无线传感器网络(WSN)成为监视关键基础设施(如电网,民用建筑等)的可行选择。文献中有许多方法使用WSN监视管道(水,天然气,石油和各种其他类型的管道)。所有这些协议的主要目标是检测设备故障,例如管道泄漏,漏油等。但是,这些协议中没有一个是专门为处理恶意活动对手(例如恐怖袭击)而设计的。在本文中,我们提出了一种在竞争环境下使用WSN监视管道基础设施的博弈论方法。更具体地说,我们使用Stackelberg竞争对攻击者与防御者之间的相互作用进行建模,并在适当的效用函数下得出此类博弈的均衡条件。最后,我们表明,如果对手采取合理的行动,则偏离其均衡策略就无法取得更好的监控效果。

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