Secure Distributed Deduplication Systems with Improved Reliability

被引:121
|
作者
Li, Jin [1 ,2 ]
Chen, Xiaofeng [2 ]
Huang, Xinyi [3 ]
Tang, Shaohua [4 ]
Xiang, Yang [5 ]
Hassan, Mohammad Mehedi [6 ]
Alelaiwi, Abdulhameed [6 ]
机构
[1] Jinan Univ, Coll Informat Sci & Technol, Guangzhou, Guangdong, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks ISN, Xian, Peoples R China
[3] Fujian Normal Univ, Sch Math & Comp Sci, Fuzhou, Fujian Province, Peoples R China
[4] South China Univ Technol, Dept Comp Sci, Guangzhou, Guangdong, Peoples R China
[5] Deakin Univ, Sch Informat Technol, Geelong, Vic 3217, Australia
[6] King Saud Univ, Coll Comp & Informat Sci, Riyadh, Saudi Arabia
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Deduplication; distributed storage system; reliability; secret sharing; EFFICIENT;
D O I
10.1109/TC.2015.2401017
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Data deduplication is a technique for eliminating duplicate copies of data, and has been widely used in cloud storage to reduce storage space and upload bandwidth. However, there is only one copy for each file stored in cloud even if such a file is owned by a huge number of users. As a result, deduplication system improves storage utilization while reducing reliability. Furthermore, the challenge of privacy for sensitive data also arises when they are outsourced by users to cloud. Aiming to address the above security challenges, this paper makes the first attempt to formalize the notion of distributed reliable deduplication system. We propose new distributed deduplication systems with higher reliability in which the data chunks are distributed across multiple cloud servers. The security requirements of data confidentiality and tag consistency are also achieved by introducing a deterministic secret sharing scheme in distributed storage systems, instead of using convergent encryption as in previous deduplication systems. Security analysis demonstrates that our deduplication systems are secure in terms of the definitions specified in the proposed security model. As a proof of concept, we implement the proposed systems and demonstrate that the incurred overhead is very limited in realistic environments.
引用
收藏
页码:3569 / 3579
页数:11
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