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Decoupling Service and Feedback Trust in a Peer-to-Peer Reputation System

  • Gayatri Swamynathan
  • Ben Y. Zhao
  • Kevin C. Almeroth
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3759)

Abstract

Reputation systems help peers decide whom to trust before undertaking a transaction. Conventional approaches to reputation-based trust modeling assume that peers reputed to provide trustworthy service are also likely to provide trustworthy feedback. By basing the credibility of a peer’s feedback on its reputation as a transactor, these models become vulnerable to malicious nodes that provide good service to badmouth targeted nodes. We propose to decouple a peer’s reputation as a service provider from its reputation as a service recommender, making the reputation more robust to malicious peers. We show via simulations that a decoupled approach greatly enhances the accuracy of reputations generated, resulting in fewer malicious transactions, false positives, and false negatives.

Keywords

Trust Model Malicious Node Reputation System Feedback Rating Malicious Peer 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Gayatri Swamynathan
    • 1
  • Ben Y. Zhao
    • 1
  • Kevin C. Almeroth
    • 1
  1. 1.Department of Computer ScienceUC Santa Barbara 

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