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

Yannis Soupionis, R. Koutsiamanis, P. Efraimidis, D. Gritzalis
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引用次数: 11

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.
基于音频验证码的网络电话防垃圾邮件的博弈论分析
垃圾邮件在互联网电话吐痰是一个潜在的来源,在VoIP系统的语音中断。使用反吐痰机制,如过滤器和音频CAPTCHA完全自动化公共图灵测试来区分计算机和人类可以防止不请自来的电话,并减少不必要的流量。在本文中,我们提出了一个博弈模型,在该模型中,网络电话用户和发送者之间进行博弈。该游戏包括呼叫过滤器和音频CAPTCHA,以便将传入呼叫分类为合法或恶意。我们将展示如何使用生成的模型来决定这个问题中存在的权衡,并帮助我们预测SPIT发送方的行为。我们还强调了仅仅引入CAPTCHA在减少唾液呼叫方面的优势,并提供了我们结果的实验验证。
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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