A game theory approach to deception strategy in computer mediated communication

Hsien-Ming Chou, Lina Zhou
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引用次数: 6

Abstract

Many computer-based communication media offer visual anonymity. As a result, detecting online deception tends to be more difficult relative to traditional non-mediated communication. The state of the art research on online deception has focused on using linear statistical approaches to identifying behavioral differences between deceivers and truth-tellers. However, deception behaviors are not linear because deceivers may adopt dynamic strategies when they are motivated to succeed, and deceivers could disguise themselves to maximize their payoffs. Given such backdrop, this research is aimed to address deception strategies with a game theory approach. The results of an empirical study with a multi-stage game show that deceivers tend to select different strategies from truth-tellers and deceivers may adjust their strategies to avoid detection. These findings provide significant implications for explaining online deception in the full rationality paradigm.
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计算机媒介通信中欺骗策略的博弈论研究
许多基于计算机的通信媒体提供视觉匿名。因此,相对于传统的非中介通信,检测在线欺骗往往更加困难。关于网络欺骗的最新研究集中在使用线性统计方法来识别欺骗者和诚实者之间的行为差异。然而,欺骗行为并不是线性的,因为欺诈者在获得成功的动机时可能会采取动态策略,并且欺诈者可能会伪装自己以最大化他们的收益。在这样的背景下,本研究旨在用博弈论的方法来研究欺骗策略。一项多阶段博弈的实证研究结果表明,欺骗者倾向于选择与诚实者不同的策略,欺骗者可能会调整策略以避免被发现。这些发现为解释完全理性范式下的网络欺骗行为提供了重要启示。
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