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
Link To Document