Cited by 915Access Control and TrustPeer-to-Peer Network TechnologiesDistributed systems and fault tolerance

Managing trust in a peer-2-peer information system

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Aberer, Karl, Despotovic, Zoran·2001·Proceedings of the tenth international conference on Information and knowledge management - CIKM'01

Abstract

Managing trust is a problem of particular importance in peer-to-peer environments where one frequently encounters unknown agents. Existing methods for trust management, that are based on reputation, focus on the semantic properties of the trust model. They do not scale as they either rely on a central database or require to maintain global knowledge at each agent to provide data on earlier interactions. In this paper we present an approach that addresses the problem of reputation-based trust management at both the data management and the semantic level. We employ at both levels scalable data structures and algorithms that require no central control and allow to assess trust by computing an agents reputation from its former interactions with other agents. Thus the meethod can be implemented in a peer-to-peer environment and scales well for very large numbers of participants. We expect that scalable methods for trust management are an important factor, if fully decentralized peer-to-peer systems should become the platform for more serious applications than simple file exchange.

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Crossref · 10.1145/502636.502638

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Authors
Aberer, K., & Despotovic, Z.
Affiliations
École Polytechnique Fédérale de Lausanne (CH)
Venue
Proceedings of the tenth international conference on Information and knowledge management - CIKM'01
Publisher
ACM Press
Published
2001
Pages
310
ISSN
2155-0751 (ISSN-L)
OpenAlex
W2000368422
Cited by
915
References
0
Citations by year
2026: 1 · 2025: 4 · 2024: 5 · 2023: 10 · 2022: 3 · 2021: 10 · 2020: 11 · 2019: 7 · 2018: 9 · 2017: 23 · 2016: 23 · 2015: 33 · 2014: 38 · 2013: 33 · 2012: 45
FWCI
135.94
Type
conference paper
Language
en
Open access
Locations
  • ACM International Conference on Information and Knowledge Management (CIKM) (publishedVersion)
  • Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion)
  • Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion, cc-by-nc-nd)
Topics
  • Social Sciences › Sociology and Political Science › Access Control and Trust
  • Physical Sciences › Computer Science › Computer Networks and Communications › Peer-to-Peer Network Technologies
  • Physical Sciences › Computer Science › Computer Networks and Communications › Distributed systems and fault tolerance
Keywords
trust management, peer-to-peer networks, reputation-based trust, decentralized systems, scalability, agent interaction, distributed data structures

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