• DocumentCode
    1969018
  • Title

    Spam filter based on incremental Bayes arithmetic

  • Author

    Yan, Han-Bing ; Liu, Ya-Shu

  • Author_Institution
    Tech. Team/Coordination Center of China, Nat. Inst. of Network & Inf. Security, Beijing, China
  • fYear
    2011
  • fDate
    16-18 Sept. 2011
  • Firstpage
    6111
  • Lastpage
    6114
  • Abstract
    With the development of Internet, Email has become an important interaction manner. At the same time, spam becomes a boring thing in our life, and people pay more and more attention to spam filter. In this paper, we propose a method that uses N-Gram to calculate characters and uses X statistical method to extract characters, and then uses incremental Native Bayes arithmetic to hold up spam. In order to arise accuracy we use the filter method over and over again. The experiments show that our method is very effective, which greatly raises the accurarcy while keeping a minor error ratio.
  • Keywords
    Bayes methods; Internet; arithmetic; information filtering; statistical analysis; unsolicited e-mail; χ2 statistical method; Internet development; N-gram method; character extraction; incremental Native Bayes arithmetic; minor error ratio; spam filter; Electronic mail; Emergency services; Information filters; Information security; Internet; Statistical analysis; χ2; Bayes; N-Gram; Spam;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Control Engineering (ICECE), 2011 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8162-0
  • Type

    conf

  • DOI
    10.1109/ICECENG.2011.6056834
  • Filename
    6056834