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Journal Article

A game-theoretic analysis of preventing spam over Internet Telephony via audio CAPTCHA-based authentication

Yannis Soupionis, Remous-Aris Koutsiamanis, Pavlos Efraimidis, Dimitris Gritzalis

Journal of Computer Security · Mar 2014

Abstract

Spam over Internet Telephony (SPIT) is a potential source of disruption in Voice over IP (VoIP) systems. The use of anti-SPIT mechanisms, such as filters and audio CAPTCHA (Completely Automated Public Turing Test to Tell Computer and Humans Apart) can prevent unsolicited calls and lead to less unwanted traffic. In this paper, we present a game-theoretic model, in which the game is played between SPIT senders and internet telephony users. The game includes call filters and audio CAPTCHA, so as to classify incoming calls as legitimate or malicious. We show how the resulting model can be used to decide upon the trade-offs present in this problem and help us predict the SPIT sender’s behavior. We also highlight the advantages in terms of SPIT call reduction of merely introducing CAPTCHA, and provide experimental verification of our results.

CITATION

BibTeX

Soupionis_2014
@article{Soupionis_2014,
    title={A game-theoretic analysis of preventing spam over Internet Telephony via audio CAPTCHA-based authentication},
    volume={22},
    ISSN={1875-8924},
    url={http://dx.doi.org/10.3233/JCS-140496},
    DOI={10.3233/jcs-140496},
    number={3},
    journal={Journal of Computer Security},
    publisher={SAGE Publications},
    author={Soupionis, Yannis and Koutsiamanis, Remous-Aris and Efraimidis, Pavlos and Gritzalis, Dimitris},
    year={2014},
    month=Mar,
    pages={383–413}
}