A peer-to-peer (P2P) network is an exchange community of anonymous peers or individuals. The evolution of P2P network has determined the need of trust and reputation systems (TRS) in order to improve the reliability of local interactions: collecting in some way the local experiences, the TRS assesses the possibility that an individual has a malicious behavior, i.e., he cheats other individuals. In this paper we present an agent-based simulation model for the evaluation of a generic TRS within a decentralized P2P network. We describe some minimal requirements that, in our opinion, every P2P simulators should have. Moreover, we propose a completemodel of peers in which the behavior of both good and malicious peers is accurately defined.

A simulation model for trust and reputation system evaluation in a P2P network / R. Aringhieri, D. Bonomi - In: Computational intelligence, theory and applications : international conference, 9th fuzzy days in Dortmund, Germany, sept. 18-20, 2006 : proceedings / [a cura di] Bernd Reusch. - Berlin : Springer, 2006. - ISBN 9783540347804. - pp. 169-180 (( Intervento presentato al 9. convegno International Conference Fuzzy Days tenutosi a Dortmund, Germany nel 2006.

A simulation model for trust and reputation system evaluation in a P2P network

R. Aringhieri
Primo
;
2006

Abstract

A peer-to-peer (P2P) network is an exchange community of anonymous peers or individuals. The evolution of P2P network has determined the need of trust and reputation systems (TRS) in order to improve the reliability of local interactions: collecting in some way the local experiences, the TRS assesses the possibility that an individual has a malicious behavior, i.e., he cheats other individuals. In this paper we present an agent-based simulation model for the evaluation of a generic TRS within a decentralized P2P network. We describe some minimal requirements that, in our opinion, every P2P simulators should have. Moreover, we propose a completemodel of peers in which the behavior of both good and malicious peers is accurately defined.
Agent-based simulation; P2P network; Trust and reputation system
Settore INF/01 - Informatica
2006
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/25798
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