Fuzzy Trust for Peer-to-Peer Systems

N. Griffiths, K. Chao, M. Younas
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引用次数: 76

Abstract

Peer-to-peer (P2P) systems are based upon the cooperative interactions of member peers. Typically, peers are both autonomous and self-interested, meaning that there is no hierarchy of control or power, and that individuals seek to maximise their own goal achievement, rather than acting in a benevolent or socially-oriented manner. Consequently, interaction outcomes are uncertain, since peers can break their commitments or provide sub-standard contributions or services. Thus, when a peer cooperates it is entering into an uncertain interaction, that has an associated risk of failure or reduced performance. For peers to be effective they need some mechanism for managing this risk of failure. In this paper we show how peers can use trust to manage this risk. Our model of trust uses fuzzy logic to allow peers to represent and reason with uncertain and imprecise information regarding others’ trustworthiness.
点对点系统的模糊信任
点对点(P2P)系统是基于成员之间的协作交互。一般来说,同伴既自主又自私自利,这意味着没有等级控制或权力,个人寻求最大限度地实现自己的目标,而不是以仁慈或以社会为导向的方式行事。因此,交互结果是不确定的,因为对等体可以违背他们的承诺或提供低于标准的贡献或服务。因此,当一个对等体进行合作时,它就进入了一种不确定的交互,这种交互具有失败或降低性能的相关风险。为了使同伴有效,他们需要一些机制来管理这种失败的风险。在本文中,我们展示了对等体如何使用信任来管理这种风险。我们的信任模型使用模糊逻辑,允许同伴对不确定和不精确的关于他人可信度的信息进行表征和推理。
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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