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首页> 外文期刊>Wireless communications & mobile computing >Provoking the Adversary by Detecting Eavesdropping and Jamming Attacks: A Game-Theoretical Framework
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Provoking the Adversary by Detecting Eavesdropping and Jamming Attacks: A Game-Theoretical Framework

机译:通过检测窃听和干扰攻击来激发对手:一个游戏理论框架

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摘要

This paper investigates the secrecy and reliability of a communication where the user is assisting an Intrusion Detection System (IDS) in detecting the adversary's attack. The adversary is assumed to be sophisticated such that it can conduct eavesdropping and jamming attacks. The IDS is equipped with the capability of detecting both of those attacks. Two scenarios were considered; the first scenario is that the user is trying to detect the adversary by assisting the IDS, and the second scenario is that the user is equipped with a silent time slot in its communication protocol besides assisting the IDS, in order to provoke the adversary into jamming the channel, thus detecting it with a higher probability. Interestingly, adding the capability of detecting eavesdropping attacks pushed the adversary into conducting jamming attacks much more, thus aiding in detecting the adversary earlier. All of that was modeled by means of stochastic game theory, in order to analyze and study the behavior and the interactions between the user and the adversary. Results show a major improvement in the first scenario by 188% and an improvement by 294% in the second scenario in the game value when the probability of detecting eavesdropping attacks was 0.3, which represents the payoff that the user gains in terms of secrecy and reliability.
机译:本文研究了用户协助入侵检测系统(IDS)检测对手攻击的通信的保密性和可靠性。对手被认为是老练的,能够进行窃听和干扰攻击。IDS具备检测这两种攻击的能力。考虑了两种情况;第一种情况是,用户试图通过协助IDS来检测对手,第二种情况是,除了协助IDS之外,用户在其通信协议中还配备了一个静默时隙,以便激发对手干扰信道,从而以更高的概率检测到它。有趣的是,增加了检测窃听攻击的能力,促使对手进行更多的干扰攻击,从而有助于更早地检测到对手。所有这些都是通过随机博弈论建模的,以便分析和研究用户和对手之间的行为和交互。结果显示,当检测到窃听攻击的概率为0.3时,第一个场景的游戏价值显著提高了188%,第二个场景的游戏价值提高了294%,这代表了用户在保密性和可靠性方面获得的回报。

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