• DocumentCode
    1783978
  • 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
  • fYear
    2014
  • fDate
    27-29 Aug. 2014
  • Firstpage
    791
  • Lastpage
    794
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/IIH-MSP.2014.201
  • Filename
    6998446