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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的对抗管道监控的游戏理论方法

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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(WSNS)成为监控关键基础设施,如电网,民用结构等的可行选择。文献中有很多方法可以使用WSN监测管道(水,天然气,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诸如管道泄漏,溢油等的设备故障,但这些协议都没有专门设计用于处理恶意的活跃对手,例如恐怖主义攻击。在本文中,我们展示了在对抗环境中使用WSN监测管道基础设施的游戏理论方法。更具体地说,我们使用Stackelberg竞争来模拟攻击者 - 后卫相互作用,并在适当的公用事业功能下导出如此游戏的平衡状况。最后,如果对手合理行事,我们认为监测系统可以通过偏离其均衡战略来更好。

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