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Defeating jamming with the power of silence: a game-theoretic analysis

机译:用沉默的力量击败干扰:游戏理论分析

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摘要

The timing channel is a logical communication channel in which information isencoded in the timing between events. Recently, the use of the timing channelhas been proposed as a countermeasure to reactive jamming attacks performed byan energy-constrained malicious node. In fact, whilst a jammer is able todisrupt the information contained in the attacked packets, timing informationcannot be jammed and, therefore, timing channels can be exploited to deliverinformation to the receiver even on a jammed channel. Since the nodes under attack and the jammer have conflicting interests, theirinteractions can be modeled by means of game theory. Accordingly, in this papera game-theoretic model of the interactions between nodes exploiting the timingchannel to achieve resilience to jamming attacks and a jammer is derived andanalyzed. More specifically, the Nash equilibrium is studied in the terms ofexistence, uniqueness, and convergence under best response dynamics.Furthermore, the case in which the communication nodes set their strategy andthe jammer reacts accordingly is modeled and analyzed as a Stackelberg game, byconsidering both perfect and imperfect knowledge of the jammer's utilityfunction. Extensive numerical results are presented, showing the impact ofnetwork parameters on the system performance.
机译:定时信道是逻辑通信信道,其中在事件之间的定时中对信息进行编码。近来,已经提出使用定时信道作为对由能量受限的恶意节点执行的反应性干扰攻击的对策。实际上,尽管干扰器能够破坏包含在受攻击数据包中的信息,但是定时信息无法被阻塞,因此,即使在阻塞的信道上,也可以利用定时信道将信息传递给接收器。由于受攻击节点和干扰节点的利益冲突,因此可以通过博弈论对它们的相互作用进行建模。因此,在本文中,利用时序信道的节点之间的交互作用的博弈论模型得到了推导并进行了分析。更具体地讲,在最佳响应动力学下从存在性,唯一性和收敛性方面研究了纳什均衡。此外,通过考虑两者的完美性,将通信节点设定其策略并且干扰者做出相应反应的情况进行了建模和分析,作为Stackelberg博弈。干扰器效用知识不完善。给出了广泛的数值结果,显示了网络参数对系统性能的影响。

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