Title :
Overview of e-mail SPAM elimination and its efficiency
Author_Institution :
Dept. of Comput. Sci., Univ. of Ostrava, Ostrava, Czech Republic
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;
Conference_Titel :
Research Challenges in Information Science (RCIS), 2014 IEEE Eighth International Conference on
Conference_Location :
Marrakech
DOI :
10.1109/RCIS.2014.6861043