sesa 16(9): e3

Research Article

Identity Deception and Game Deterrence via Signaling Games

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  • @ARTICLE{10.4108/eai.3-12-2015.2262519,
        author={William Casey and Parisa Memarmoshrefi and Ansgar Kellner and Jose Andre Morales and Bud Mishra},
        title={Identity Deception and Game Deterrence via Signaling Games},
        journal={EAI Endorsed Transactions on Security and Safety},
        volume={3},
        number={9},
        publisher={ACM},
        journal_a={SESA},
        year={2016},
        month={5},
        keywords={signaling games, wanet, identity management, sybil attack, bio-inspired approach},
        doi={10.4108/eai.3-12-2015.2262519}
    }
    
  • William Casey
    Parisa Memarmoshrefi
    Ansgar Kellner
    Jose Andre Morales
    Bud Mishra
    Year: 2016
    Identity Deception and Game Deterrence via Signaling Games
    SESA
    EAI
    DOI: 10.4108/eai.3-12-2015.2262519
William Casey1, Parisa Memarmoshrefi2,*, Ansgar Kellner2, Jose Andre Morales1, Bud Mishra3
  • 1: Carnegie Mellon University
  • 2: University of Goettingen
  • 3: Courant Institute, New York University
*Contact email: memarmoshrefi@informatik.uni-goettingen.de

Abstract

Maintenance and veri cation of persistent identities is an important problem in the area of networking. Particularly, their critical roles in Wireless Ad-hoc networks (WANETs) have become even more prominent as they begin to be deployed in several application domains. In these contexts, Sybil attacks, making use of replicated deceptive identities, represent a major challenge for the designers of these networks. Inspired by biological models of ant colonies and their dynamics studied via information asymmetric signaling games, we propose an architecture that can withstand Sybil attacks, similar to ants, using complex chemical signaling systems and associated physical actions, naturally 'authenticate' colony members. Here, we present a biomimetic authentication protocol with mechanisms similar to the physical processes of chemical diffusion, and formalize approaches to tame the deceptive use of identities; we dub the resulting game an "identity management signaling game". To consider network system of nodes, pursuing non-cooperative and deceptive strategies, we develop an evolutionary game system allowing cooperative nodes to mutate deceptive strategies. We empirically study the dynamics using simulation experiments to select the parameters which affect the overall behaviors. Through experimentation we consider how an in- centive package in the form of a shared database can impact system behavior.