• DocumentCode
    3374844
  • Title

    A Privacy-Preserving Mining Algorithm of Association Rules in Distributed Databases

  • Author

    Liu, Jie ; Piao, Xiufeng ; Huang, Shaobin

  • Author_Institution
    Harbin Eng. Univ.
  • Volume
    2
  • fYear
    2006
  • fDate
    20-24 June 2006
  • Firstpage
    746
  • Lastpage
    750
  • Abstract
    Association rules mining is one of the most important and fundamental problems in data mining. Recently, in need of security, more and more people are studying privacy- preserving association rules mining in distributed database. This paper addresses a secure mining algorithm of association rules, which builds a globe hash table to prune item-sets and incorporate cryptographic techniques to minimize the information shared
  • Keywords
    cryptography; data mining; data privacy; distributed databases; association rule; cryptographic technique; distributed database; hash table; privacy-preserving mining algorithm; Association rules; Concurrent computing; Cryptography; Data engineering; Data mining; Data security; Distributed databases; Information security; Itemsets; Transaction databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
  • Conference_Location
    Hanzhou, Zhejiang
  • Print_ISBN
    0-7695-2581-4
  • Type

    conf

  • DOI
    10.1109/IMSCCS.2006.164
  • Filename
    4673797