Title :
A Fuzzy Logic-Based Trust Model in Grid
Author :
Liao, Hongmei ; Wang, Qianping ; Li, Guoxin
Author_Institution :
Sch. of Comput. Sci. & Technol., China Univ. of Min. & Technol., Xuzhou
Abstract :
Trust is a fundamental concern in Grid environment. In this paper, we focus on the behavior trust that varies with time. Because of the fuzzy nature of trust, it is more appropriate to adopt fuzzy logic to express and compute trust than adopt probabilities approach. A new behavior trust model based on fuzzy-logic in Grid environment is proposed. By variable weighted fuzzy comprehensive evaluation, Direct Trust can be gotten; by derivation and combination of trust, Reputation can be obtained. Expertpsilas experience is used to set and simplify fuzzy rules. Malicious recommendation in trust transmission process are also be removed and punished in this model. Simulation results show that entities in Grid can use resources or deploy services more securely in the support of this fuzzy trust model.
Keywords :
fuzzy logic; fuzzy reasoning; grid computing; probability; set theory; fuzzy logic; fuzzy rule; grid computing; probability; trust model; trust transmission process; Bayesian methods; Computer networks; Computer science; Computer security; Electronic mail; Fuzzy logic; Fuzzy sets; Grid computing; Probability distribution; Wireless communication; fuzzy comprehensive evaluation; grid; trust model;
Conference_Titel :
Networks Security, Wireless Communications and Trusted Computing, 2009. NSWCTC '09. International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-4223-2
DOI :
10.1109/NSWCTC.2009.218