Trust Metrics, Models and Protocols for Electronic Commerce Transactions
ICDCS '98 Proceedings of the The 18th International Conference on Distributed Computing Systems
Trust in information sources as a source for trust: a fuzzy approach
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
TRUMMAR - A Trust Model for Mobile Agent Systems Based on Reputation
ICPS '04 Proceedings of the The IEEE/ACS International Conference on Pervasive Services
Trusted P2P Transactions with Fuzzy Reputation Aggregation
IEEE Internet Computing
Towards pre-standardization of trust and reputation models for distributed and heterogeneous systems
Computer Standards & Interfaces
Behavior-based reputation management in P2P file-sharing networks
Journal of Computer and System Sciences
LFTM, linguistic fuzzy trust mechanism for distributed networks
Concurrency and Computation: Practice & Experience
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In this paper, we present PATROL-F, a comprehensive model for reputation-based trust incorporating fuzzy subsystems to protect interacting hosts in distributed systems. PATROL-F is the fuzzy version of our previous model PATROL, and aims at achieving a truly unique model incorporating various concepts that are important for the calculation of reputation values and the corresponding trust decisions. Among the incorporated concepts are direct experiences and reputation values, the credibility of a host to give recommend-dations, the decay of information with time based on a dynamic decay factor, first impressions, and a hierarchy of host systems. The model also implements the concepts of similarity, popularity, activity, and cooperation among hosts. In addition, PATROL-F includes fuzzy subsystems to account for humanistic and subjective concepts such as the importance of a transaction, the decision in the uncertainty region, and setting the value of result of interaction. We present simulations of PATROL-F and show its correctness and reliability.