Title :
A comprehensive reputation-based trust model for distributed systems
Author :
Tajeddine, Ayman ; Kayssi, Ayman ; Chehab, Ali ; Artail, Hassan
Author_Institution :
Dept. of Electr. & Comput. Eng., Beirut American Univ., Lebanon
Abstract :
In this paper, we present a general and comprehensive reputation-based trust model for distributed computing. The proposed model is an enhancement over our previous model, TRUMMAR, and aims at achieving a truly unique model that incorporates most concepts that are essential to determining trust-based decisions. Among the concepts upon which the trust model is based are reputation values, direct experiences, trust in the credibility of a host to give recommendations, decay of information with time based on a dynamic decay factor, first impressions, similarity, popularity, activity, cooperation between hosts, in addition to a hierarchy of host systems. The simulations performed on this model confirm its correctness and its adaptability to different environments and situations.
Keywords :
distributed processing; security of data; TRUMMAR model; distributed computing; distributed systems; dynamic decay factor; host systems; reputation-based trust model; trust-based decisions; Bayesian methods; Biology computing; Computational modeling; Distributed computing; Environmental economics; Evolution (biology); Grid computing; Protocols; Security; Stress;
Conference_Titel :
Security and Privacy for Emerging Areas in Communication Networks, 2005. Workshop of the 1st International Conference on
Print_ISBN :
0-7803-9468-2
DOI :
10.1109/SECCMW.2005.1588304