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题名A Three-Layer Privacy Preserving Cloud Storage Scheme Based on Computational Intelligence in Fog Computing
作者
发表日期2018-02-01
发表期刊IEEE Transactions on Emerging Topics in Computational Intelligence
ISSN/eISSN2471-285X
卷号2期号:1页码:3-12
摘要

Recent years witness the development of cloud computing technology. With the explosive growth of unstructured data, cloud storage technology gets more attention and better development. However, in current storage schema, user's data is totally stored in cloud servers. In other words, users lose their right of control on data and face privacy leakage risk. Traditional privacy protection schemes are usually based on encryption technology, but these kinds of methods cannot effectively resist attack from the inside of cloud server. In order to solve this problem, we propose a three-layer storage framework based on fog computing. The proposed framework can both take full advantage of cloud storage and protect the privacy of data. Besides, Hash-Solomon code algorithm is designed to divide data into different parts. Then, we can put a small part of data in local machine and fog server in order to protect the privacy. Moreover, based on computational intelligence, this algorithm can compute the distribution proportion stored in cloud, fog, and local machine, respectively. Through the theoretical safety analysis and experimental evaluation, the feasibility of our scheme has been validated, which is really a powerful supplement to existing cloud storage scheme.

关键词Cloud computing cloud storage fog computing privacy protection
DOI10.1109/TETCI.2017.2764109
URL查看来源
收录类别SCIE
语种英语English
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000679685100002
Scopus入藏号2-s2.0-85045547948
引用统计
被引频次:84[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/7194
专题个人在本单位外知识产出
通讯作者Wang ,Guojun
作者单位
1.Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, China
2.School of Computer Science and Educational Software, Guangzhou University, Guangzhou, 510006, China
3.School of Information Science and Engineering, Central South University, Changsha, 410083, China
4.State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, 100876, China
推荐引用方式
GB/T 7714
Wang, Tian,Zhou, Jiyuan,Chen, Xinleiet al. A Three-Layer Privacy Preserving Cloud Storage Scheme Based on Computational Intelligence in Fog Computing[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2018, 2(1): 3-12.
APA Wang, Tian, Zhou, Jiyuan, Chen, Xinlei, Wang ,Guojun, Liu, Anfeng, & Liu, Yang. (2018). A Three-Layer Privacy Preserving Cloud Storage Scheme Based on Computational Intelligence in Fog Computing. IEEE Transactions on Emerging Topics in Computational Intelligence, 2(1), 3-12.
MLA Wang, Tian,et al."A Three-Layer Privacy Preserving Cloud Storage Scheme Based on Computational Intelligence in Fog Computing". IEEE Transactions on Emerging Topics in Computational Intelligence 2.1(2018): 3-12.
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