• DocumentCode
    244560
  • Title

    Efficient semantic search over encrypted data in cloud computing

  • Author

    Teng-Sheng Moh ; Kam Ho Ho

  • Author_Institution
    Dept. of Comput. Sci., San Jose State Univ., San Jose, CA, USA
  • fYear
    2014
  • fDate
    21-25 July 2014
  • Firstpage
    382
  • Lastpage
    390
  • Abstract
    Cloud storage has become more and more popular as it provides many benefits over traditional storage solutions. Despite the many benefits provided by cloud storage, many security problems have also arisen in cloud storage, which prevents companies from migrating their data to cloud storage. As a result, the owners encrypt their sensitive data before storing it in cloud storage. While encryption increases the security of the data, it also reduces the searchability of the data and thus, the efficiency of the search. Recently, research has been done on several schemes which enable keyword searching on encrypted data in cloud computing. However, these schemes contain weaknesses which make them impractical when applied to real-life scenarios. In this paper, we developed a system to support semantic search on encrypted data in cloud computing with three different schemes which are “Synonym-Based Keyword Search (SBKS)”, “Wikipedia-Based Keyword Search (WBKS)”, and “Wikipedia-Based Synonym Keyword Search (WBSKS)”. Our results demonstrated that our schemes are more efficient in terms of performance and storage requirements than the former proposed schemes. Therefore, our developed schemes are more practical than the former proposed schemes.
  • Keywords
    cloud computing; cryptography; information retrieval; storage management; SBKS; WBKS; WBSKS; Wikipedia-based keyword search; Wikipedia-based synonym keyword search; cloud computing; cloud storage; data searchability; encrypted data; security problems; semantic search; storage requirements; synonym-based keyword search; Cloud computing; Cryptography; Electronic publishing; Encyclopedias; Indexes; Servers; cloud storage; encrypted cloud data; keyword search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing & Simulation (HPCS), 2014 International Conference on
  • Conference_Location
    Bologna
  • Print_ISBN
    978-1-4799-5312-7
  • Type

    conf

  • DOI
    10.1109/HPCSim.2014.6903711
  • Filename
    6903711