A Prospect Theoretic Extension of a Non-Zero-Sum Stochastic Eavesdropping and Jamming Game

A. Garnaev, W. Trappe, N. Mandayam, H. Poor
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Abstract

Wireless networks are susceptible to malicious attacks, especially those involving jamming and eavesdropping. In this paper, we consider a sophisticated adversary with the dual capability of either eavesdropping passively or jamming any ongoing transmission. We investigate a new aspect to consider when designing an anti-adversary strategy to maintain secure and reliable communication: how subjective behavior can impact multi-time slotted communication in the presence of such a sophisticated adversary. To model this scenario we develop a Prospect Theory (PT) extension of a non-zero-sum stochastic game, and derive its PT-equilibrium in closed form for any probability weighting functions. Uniqueness of the PT-equilibrium is proven. Our theoretical results, also supported by simulations, suggest that the anti-adversary strategy is more sensitive to varying network parameters and subjective factors when compared to the adversary’s strategy.
非零和随机窃听干扰对策的前景理论推广
无线网络容易受到恶意攻击,尤其是那些涉及干扰和窃听的攻击。在本文中,我们考虑了一个具有被动窃听或干扰任何正在进行的传输的双重能力的复杂对手。我们研究了在设计反对手策略以保持安全可靠通信时要考虑的一个新方面:在如此复杂的对手存在的情况下,主观行为如何影响多时间槽通信。为了模拟这种情况,我们开发了一个非零和随机博弈的前景理论(PT)扩展,并推导了任何概率加权函数的封闭形式的PT均衡。证明了pt平衡的唯一性。我们的理论结果也得到了仿真的支持,表明与对手的策略相比,反对手策略对网络参数和主观因素的变化更为敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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