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The Effects of Pre-trusted Peers Misbehaviour on EigenTrust

  • V. Carchiolo
  • A. Longheu
  • M. Malgeri
  • G. Mangioni
Part of the Studies in Computational Intelligence book series (SCI, volume 446)

Abstract

Trust is a widespread mechanism to establish and conduct successful social collaborations, expecially in today’s Internet, where people perform more and more activities on-line, from social networking to e-learning, e-commerce and others. Several algorithms are available for trust assessment, such as the well-known EigenTrust to PowerTrust, GossipTrust, TrustWebRank to cite some. An evaluation of such algorithms must take into account several factors, e.g. performances, scalability and robustness against malicious attacks, which plays a key role in ensuring algorithm’s effectiveness. In this paper we study the effects of malicious peers on the EigenTrust algorithm, focusing on the (mis)behaviour of its pre-trusted peers, using a proper simulator to conduct several experiments under different conditions. Results show that EigenTrust effectiveness may be significantly affected by inactive and/or malicious pre-trusted peers.

Keywords

Reputation System Attack Scenario Malicious Attack Threat Model Trust Assessment 
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 2013

Authors and Affiliations

  • V. Carchiolo
    • 1
  • A. Longheu
    • 1
  • M. Malgeri
    • 1
  • G. Mangioni
    • 1
  1. 1.Dip. Ingegneria Elettrica, Elettronica e Informatica, Facoltà di IngegneriaUniversità degli Studi di CataniaCataniaItaly

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