INVESTIGADORES
CASTIÑEIRA MOREIRA Jorge
artículos
Título:
IMPROVING THE PERFORMANCE OF ANTI-SPAM FILTERS USING OUT-OF-VOCABULARY STATISTICS
Autor/es:
AGUERO, P.; CASTIÑEIRA MOREIRA, J.; LIBERATORI, M. C.; BONADERO, J. C.; TULLI, J. C.
Revista:
INGENIARE. REVISTA CHILENA DE INGENIERÍA
Editorial:
INGENIARE. REVISTA CHILENA DE INGENIERÍA
Referencias:
Año: 2009 vol. 17 p. 386 - 392
ISSN:
0718-3291
Resumen:
This paper presents a feature based on out-of-vocabulary word statistics that complements the information sources used in thedecision by state-of-the-art spam filters. The experiments included freely available spam filters as reference, SpamAssassin,Bogofilter, SpamBayes and SpamProbe, as well as a Naive Bayes classifier. The results show that the decision based onthe proposed feature improves the performance of all spam filters under study.
