Achieving Secure and Effective Search Services in Cloud Computing

被引:5
|
作者
Liu, Qin [1 ]
Pei, Shuyu [1 ]
Xie, Kang [2 ]
Wu, Jie [3 ]
Peng, Tao [4 ]
Wang, Guojun [4 ]
机构
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R China
[2] Minist Publ Secur, Key Lab Informat Network Secur, Shanghai 201204, Peoples R China
[3] Temple Univ, Ctr Networked Comp, Philadelphia, PA 19122 USA
[4] Guangzhou Univ, Sch Comp Sci & Educ Software, Guangzhou 510006, Guangdong, Peoples R China
关键词
cloud computing; searchable encryption; fuzzy search; wildcard;
D O I
10.1109/TrustCom/BigDataSE.2018.00192
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
One critical challenge of today's cloud services is how to provide an effective search service while preserving user privacy. In this paper, we propose a wildcard-based multi-keyword fuzzy search (WMFS) scheme over the encrypted data, which tolerates keyword misspellings by exploiting the indecomposable property of primes. Compared with existing secure fuzzy search schemes, our WMFS scheme has the following merits: 1) Efficiency. It eliminates the requirement of a predefined dictionary and thus supports updates efficiently. 2) High accuracy. It eliminates the false positive and false negative introduced by specific data structures and thus allows the user to retrieve files as accurate as possible. 3) Flexibility. It gives the user great flexibility to specify different search patterns including keyword and substring matching. Extensive experiments on a real data set demonstrate the effectiveness and efficiency of our scheme.
引用
收藏
页码:1386 / 1391
页数:6
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