• DocumentCode
    2555351
  • Title

    Collaborative spam filtering technique based On MIME fingerprints

  • Author

    Shi, Wenxuan ; Xie, Maoqiang ; Huang, Yalou

  • Author_Institution
    Lab. of Intell. Inf. Process., Univ. of Nankai, Tianjin, China
  • fYear
    2011
  • fDate
    21-25 June 2011
  • Firstpage
    225
  • Lastpage
    230
  • Abstract
    Spam is the use of electronic messaging systems to send unsolicited bulk messages indiscriminately. However, the popular spam filtering methods are encountering spammers´ various disguise and confusion which seriously degrade the effect of spam filter. This paper proposes a collaborative spam filtering technique based on MIME fingerprints. By comparison experiments, our scheme achieved better performance and robustness for spam detection and filtering in privacy-protected context.
  • Keywords
    Internet; data privacy; electronic messaging; groupware; information filtering; security of data; unsolicited e-mail; MIME fingerprint; Multipurpose Internet Mail Extensions; collaborative spam filtering technique; electronic messaging system; privacy-protected context; spam detection; unsolicited bulk message; Collaboration; Databases; Fingerprint recognition; Information filters; Unsolicited electronic mail; MIME; Spam filtering; collaborative filtering; fingerprinting; privacy protection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2011 9th World Congress on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-61284-698-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2011.5970733
  • Filename
    5970733