The Bayesian spam filter with NCD
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F12%3A86085011" target="_blank" >RIV/61989100:27240/12:86085011 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
The Bayesian spam filter with NCD
Original language description
Undesired e-mail (spam) becomes a big problem nowadays not only for users, but also for Internet providers. One of the main obstacles for elimination of this problem is a complicated security issues. In particular, the very low rate of falsely detected e-mails in practice. We tried to eliminate this problem by a sufficient similarity check of checked e-mails with e-mails marked as unrequested or spam. This paper uses Bayesian algorithm with many variations. For comparison purposes, we used a normalizedcompression distance which helped us reduce the rate of false detection of individual mails.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GPP202%2F11%2FP142" target="_blank" >GPP202/11/P142: Optimization and parallelization of compression methods</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
CEUR Workshop Proceedings. Volume 837
ISBN
978-80-7378-171-2
ISSN
1613-0073
e-ISSN
—
Number of pages
9
Pages from-to
60-68
Publisher name
MATFYZPRESS
Place of publication
Praha
Event location
Žernov, Rovensko pod Troskami
Event date
Apr 18, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—