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  • 标题:Enabling Efficient Multi-Keyword Ranked Search Over Encrypted Mobile Cloud Data Through Blind Storage
  • 作者:Hongwei Li ; Dongxiao Liu ; Yuanshun Dai
  • 期刊名称:IEEE Transactions on Emerging Topics in Computing
  • 印刷版ISSN:2168-6750
  • 出版年度:2015
  • 卷号:3
  • 期号:1
  • 页码:127-138
  • DOI:10.1109/TETC.2014.2371239
  • 语种:English
  • 出版社:IEEE Publishing
  • 摘要:

    In mobile cloud computing, a fundamental application is to outsource the mobile data to external cloud servers for scalable data storage. The outsourced data, however, need to be encrypted due to the privacy and confidentiality concerns of their owner. This results in the distinguished difficulties on the accurate search over the encrypted mobile cloud data. To tackle this issue, in this paper, we develop the searchable encryption for multi-keyword ranked search over the storage data. Specifically, by considering the large number of outsourced documents (data) in the cloud, we utilize the relevance score and k-nearest neighbor techniques to develop an efficient multi-keyword search scheme that can return the ranked search results based on the accuracy. Within this framework, we leverage an efficient index to further improve the search efficiency, and adopt the blind storage system to conceal access pattern of the search user. Security analysis demonstrates that our scheme can achieve confidentiality of documents and index, trapdoor privacy, trapdoor unlinkability, and concealing access pattern of the search user. Finally, using extensive simulations, we show that our proposal can achieve much improved efficiency in terms of search functionality and search time compared with the existing proposals.

  • 关键词:cloud computing; cryptography; data privacy; document handling; file servers; information retrieval; mobile computing; outsourcing; storage management; blind storage; confidentiality concerns; data storage; encrypted mobile cloud data; external cloud servers; k-nearest neighbor techniques; mobile cloud computing; mobile data outsourcing; multikeyword ranked search; outsourced documents; privacy concerns; relevance score; search efficiency; search functionality; search time; search user access pattern; searchable encryption; security analysis; trapdoor privacy; trapdoor unlinkability; Encryption; Indexes; Mobile communication; Servers; Vectors; Access pattern; Blind storage; Cloud computing; Multikeyword ranked search; Searchable encryption; access pattern; blind storage; multi-keyword ranked search; searchable encryption
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