基于参数建模的分布式信任模型

doi:10.3969/j.issn.1000-436x.2013.04.006

Abstract

Abstract:

A distributed trust model based on parameter modeling was posed.Nine functional parameters were extracted after investigating the trust mechanism and current trust models.These parameters included flexibility,subjectivity,fuzziness,time decay property,transitivity,anti-attacks property,rewards ＆amp; punishment property,sensitivity and scalability.Each parameter was modeled and integrated to form a comprehensive trust model.Analytical results indicate that the proposed trust model satisfies all the nine functional parameters and thus has fair universality Experimental results show that the proposed trust model is reasonable and effective.Comparisons with previous algorithms indicate that the performance of the proposed trust model has been improved.

Key words: network security, trust, trust model, functional parameter, parameter modeling

Jing-pei WANG,Bin SUN,Xin-xin NIU,Yi-xian YANG. Distributed trust model based on parameter modeling[J]. Journal on Communications, 2013, 34(4): 47-59.

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节点身份	时间	初始信任值	资源列表	资源访问阈值	服务能力
Identity	Time	T₀	R₁,R ₂,?,R_n	T₁,T₂,?,T_n	SC

模型	参数
模型	灵活性	主观性	模糊性	时衰特性	传递性	抗攻击性	奖惩机制	敏感性	可扩展性
Bayesian	v	v			v
Selcuk	v			v		v	v	v	v
Azzedin			v	v	v
eBay		v				v	v
EigenTrust	v				v	v	v		v
Ad Hoc		v	v		v	v
PTM	v		v		v			v	v
本文	v	v	v	v	v	v	v	v	v

Distributed trust model based on parameter modeling

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