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

被引:0
|
作者
Garnaev, Andrey [1 ]
Trappe, Wade [1 ]
Mandayam, Narayan B. [2 ]
Poor, H. Vincent [3 ]
机构
[1] Rutgers State Univ, WINLAB, New Brunswick, NJ 08854 USA
[2] Rutgers State Univ, ECE, New Brunswick, NJ USA
[3] Princeton Univ, EE, Princeton, NJ USA
关键词
Jamming; Eavesdropping; Stochastic Game; Prospect Theory;
D O I
10.1109/WIFS49906.2020.9360898
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页数:6
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