{"title":"A Prospect Theoretic Extension of a Non-Zero-Sum Stochastic Eavesdropping and Jamming Game","authors":"A. Garnaev, W. Trappe, N. Mandayam, H. Poor","doi":"10.1109/WIFS49906.2020.9360898","DOIUrl":null,"url":null,"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.","PeriodicalId":354881,"journal":{"name":"2020 IEEE International Workshop on Information Forensics and Security (WIFS)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE International Workshop on Information Forensics and Security (WIFS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WIFS49906.2020.9360898","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.