• DocumentCode
    2298290
  • Title

    IPGroupRep: A Novel Reputation Based System for Anti-Spam

  • Author

    Zhang, Hong ; Duan, Haixin ; Liu, Wu ; Wu, Jianping

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Tsinghua Univ. Beijing, Beijing, China
  • fYear
    2009
  • fDate
    7-9 July 2009
  • Firstpage
    513
  • Lastpage
    518
  • Abstract
    While reputation systems have already been applied into the field of anti-spam, they still have some shortcomings,in terms of reputation database scale and vulnerable to be evaded by the adverse users. To solve these problems,we present a novel reputation system named IPGroupRep.The performance of this system is evaluated on some real world dataset, and compared to the existing reputation systems. The experimental results show that IPGroupRep could effectively separate spam from legitimate messages .
  • Keywords
    IP networks; Internet; unsolicited e-mail; IPGroupRep; anti-spam; reputation based system; reputation database; Clustering algorithms; Computer networks; Computer science; Conferences; Databases; Information science; Information security; Internet; Laboratories; Pervasive computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ubiquitous, Autonomic and Trusted Computing, 2009. UIC-ATC '09. Symposia and Workshops on
  • Conference_Location
    Brisbane, QLD
  • Print_ISBN
    978-1-4244-4902-6
  • Electronic_ISBN
    978-0-7695-3737-5
  • Type

    conf

  • DOI
    10.1109/UIC-ATC.2009.15
  • Filename
    5319184