发表状态 | 已发表Published |
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
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ISSN/eISSN | 2471-285X |
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 |
DOI | 10.1109/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 | |
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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