A trust evaluation model for cloud computing

被引：41
|
作者：
Wu, Xiaonian [1 ]
Zhang, Runlian [1 ]
Zeng, Bing [2 ]
Zhou, Shengyuan [1 ]
机构：
[1] Guilin Univ Elect Technol, Sch Informat & Commun, Guilin 541004, Peoples R China
[2] Sci & Technol Commun Secur Lab, Chengdu 610041, Peoples R China
来源：
FIRST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT | 2013年 / 17卷
基金：
中国国家自然科学基金;
关键词：
Cloud computing; Trust evaluation; Evidence theory; Sliding windows; SECURITY;
D O I：
10.1016/j.procs.2013.05.149
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Trust has attracted extensive attention in social science and computer science as a solution to enhance the security of the system. This paper proposes a trust evaluation model based on D-S evidence theory and sliding windows for cloud computing. The timeliness of the interaction evidence as the first-hand evidence is reflected by introducing sliding windows. The direct trust of entities is computed based on the interaction evidence by D-S evidence theory. The conflict of the recommendation trust as the second-hand evidence is eliminated with a help of an improved fusion approach as far as possible. Finally, the combination of the recommendation trust exposes the credibility of entities. Experimental results show that the proposed model is effective and extensible. (C) 2013 The Authors. Published by Elsevier B.V.
引用
收藏
页码：1170 / 1177
页数：8
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