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The effect of malicious peers in a gossip-based reputation system

Published: 24 November 2009 Publication History

Abstract

Users trust management is one of the most important issues in the Internet. In fact, due to the distributed nature of many services it is not simple to assign an objective trust value to a user, especially in the presence of groups of malicious peers. In this paper we analyze the effect of group empowering on a gossip-based reputation system named GossipTrust. In particular, we show the GossipTrust immunity to a single growing group of malicious users and to a growing number of pairs of malicious users.

References

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D. Kempe, A. Dobra, and J. Gehrke. Gossip-based computation of aggregate information. In FOCS '03: Proceedings of the 44th Annual IEEE Symposium on Foundations of Computer Science, pages 482+, Washington, DC, USA, 2003. IEEE Computer Society.
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R. Levien. Advogato data set. http://www.trustlet.org/wiki/Trust network datasets, 2004.
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S. Marti and H. Garcia-molina. Taxonomy of trust: Categorizing p2p reputation systems. Computer Networks, 50:2006, 2006.
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R. Zhou, K. Hwang, and M. Cai. Gossiptrust for fastreputation aggregation in peer-to-peer networks. IEEE Trans. on Knowl. and Data Eng., 20(9), 1282--1295, 2008.
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B. Zhu, S. Jajodia, and M. S. Kankanhalli. Building trust in peer{to{peer systems: a review. Int. J. Secur. Netw., 1(1/2), 103--112, 2006.

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  1. The effect of malicious peers in a gossip-based reputation system

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    cover image ACM Other conferences
    ICIS '09: Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
    November 2009
    1479 pages
    ISBN:9781605587103
    DOI:10.1145/1655925
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 24 November 2009

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    Author Tags

    1. gossip
    2. peer-to-peer
    3. reputation
    4. trust

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