• DocumentCode
    187447
  • Title

    Overview of e-mail SPAM elimination and its efficiency

  • Author

    Sochor, T.

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Ostrava, Ostrava, Czech Republic
  • fYear
    2014
  • fDate
    28-30 May 2014
  • Firstpage
    1
  • Lastpage
    11
  • Abstract
    Permanently changing nature of SPAM (hereinafter only in the sense of unsolicited e-mail messages thus intentionally neglecting other SPAM types) causes that it is almost impossible to find any single mechanism protecting against SPAM for long-term periods. Multi-layer protection is usually applied to SPAM elimination therefore. Especially blacklisting and greylisting have been proven to be extremely useful because they can eliminate significant part of SPAM messages even before their delivery. The article gives an overview of existing SPAM elimination methods, motivates and describes multilayer anti-SPAM mechanisms and analyses the behavior and the efficiency of the key components of a multilayer system. Weaknesses of the analyzed methods (especially blacklisting and greylisting) are mentioned, too, and recommendations formulated, both based on the author´s own measurements.
  • Keywords
    collaborative filtering; security of data; unsolicited e-mail; SPAM messages; blacklisting; e-mail SPAM elimination efficiency; greylisting; multilayer antiSPAM mechanisms; multilayer protection; unsolicited e-mail messages; Bayes methods; Educational institutions; IP networks; Market research; Servers; Unsolicited electronic mail; SMTP; SPAM; content search for SPAM; electronic mail; greylisting; lacklisting; unsolicited e-mail messageb; unsolicited e-mail messagelacklisting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Research Challenges in Information Science (RCIS), 2014 IEEE Eighth International Conference on
  • Conference_Location
    Marrakech
  • Type

    conf

  • DOI
    10.1109/RCIS.2014.6861043
  • Filename
    6861043