2001 · 895 citations · 6 references
EngineeringInformation SecurityTrust Management ArchitectureCommunicationSemantic WebComputational Social ScienceComputational TrustData ManagementPeer-2-peer Information SystemData PrivacyTrustComputer ScienceInformation ManagementAgents ReputationData SecurityTrust ModelCloud ComputingPeer-to-peer DatabaseTrust ManagementTrusted P2pArtsBlockchain
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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Ion Stoica, Robert Morris, David R. Karger et al. · 2001 · 9.6K citations
A scalable content-addressable network
Sylvia Ratnasamy, Paul Francis, Mark Handley et al. · 2001 · 6.4K citations · Full text
Supporting trust in virtual communities
A Abdul-Rahman, Stephen Hailes · 2005 · 1.3K citations
Trust Management Architecture, Social Influence, Virtual Communities +16
Face-to-Face with Peer-to-Peer Networking
David D. Clark · Computer · 2001 · 88 citations