时空相关性的P2P网络信任模型

Time-Space Based Trust Model for P2P Systems

  • 摘要: 结合时间和空间特性,提出一个新的动态信任模型,该模型包含近期信任、长期信任、滥用信任和反馈信任等4个基本组件;针对P2P网络中节点动态性的问题,提出用社区信任度来表示物理位置相关的群体信任程度。模拟实验结果显示,该模型具有较好的动态适应能力和反馈信息聚合能力,能够有效地防止合谋、诋毁等恶意攻击行为。

     

    Abstract: In this paper, we present a new time-space based trust model which integrates time and space factors, where short-term-trust, long-term-trust, abuse-trust and feedback-trust are the main consideration. Furthermore, the community-trust is proposed to solve the difficulty of binding between user and physical IP address. The community-trust indicates the integrative trust level of users' physical locations set in a specific range. Theoretical analysis and simulation results show that the time-space based trust model is effective on modeling dynamic trust relationship, aggregating feedback information, and resisting some attacks such as slander, peer collusion, and Sybil attacks.

     

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