Publication Details

Content based spam filtering algorithm:Experimental study

VRÁNSKY Radovan and SCHWARZ Josef. Content based spam filtering algorithm:Experimental study. In: 19th International Conference on Soft Computing, Mendel 2013. Brno: Faculty of Mechanical Engineering BUT, 2013, pp. 277-282. ISBN 978-80-214-4755-4.
Czech title
Filtrační algoritmus spamů založený na analýze jejich obsahu
Type
conference paper
Language
english
Authors
Vránsky Radovan, Ing. (FIT BUT)
Schwarz Josef, doc. Ing., CSc. (DCSY FIT BUT)
Keywords

spam filter, naive Bayes filteri, umělé imunitní systémy, hybridní algoritmy

Abstract

This paper deals with the best known techniques spam filtering based on Bayesian filters. The emphasis is placed on the Naive Bayes spam filter which is enhanced by techniques typical for artificial immune systems. The performance of the proposed algorithm is tested for various parameters settings. The results show that the performance of the algorithm is significantly dependent on the selection of the token set (attributes) and the complexity of the tokens.

Published
2013
Pages
277-282
Proceedings
19th International Conference on Soft Computing, Mendel 2013
Conference
19th International Conference on Soft Computing, Brno, CZ
ISBN
978-80-214-4755-4
Publisher
Faculty of Mechanical Engineering BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB10495,
   author = "Radovan Vr\'{a}nsky and Josef Schwarz",
   title = "Content based spam filtering algorithm:Experimental study",
   pages = "277--282",
   booktitle = "19th International Conference on Soft Computing, Mendel 2013",
   year = 2013,
   location = "Brno, CZ",
   publisher = "Faculty of Mechanical Engineering BUT",
   ISBN = "978-80-214-4755-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10495"
}
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