Title :
A Similarity Search Method for Encrypted Cloud Document
Author :
Zhangjie Fu ; Jiangang Shu ; Jin Wang ; Xingming Sun
Author_Institution :
Center of Network Monitoring, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
The increasing popularity of cloud computing makes the data owner to outsource sensitive data in encrypted form onto the cloud. To tackle the problem of searching over encrypted cloud data, many keyword-based searchable encryption schemes have been proposed. However, there are few document-based search schemes in this field, which are also important in real applications. In this paper, we use the simhash algorithm to realizing similarity search over encrypted document with privacy-preserving. Through our method, data users can find similar encrypted documents stored in cloud by querying a document. In addition, a trie-based index is adopted in our solution to improve search efficiency.
Keywords :
cloud computing; cryptography; data privacy; document handling; cloud computing; document-based search schemes; encrypted cloud data; encrypted cloud document; keyword-based searchable encryption schemes; privacy preserving; simhash algorithm; similarity search method; trie-based index; Encryption; Feature extraction; Fingerprint recognition; Hamming distance; Indexes; Servers; Cloud computing; Document search; LSH; Searchable encryption; Similarity search;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2014 Tenth International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-5389-9
DOI :
10.1109/IIH-MSP.2014.201