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Fuzzy logic on decision model for IDS

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: COSEC (Computer SECurity Lab)es
dc.contributor.authorOrfila, Agustín
dc.contributor.authorCarbó Rubiera, Javier Ignacio
dc.contributor.authorRibagorda Garnacho, Arturo
dc.date.accessioned2010-11-12T09:54:02Z
dc.date.available2010-11-12T09:54:02Z
dc.date.issued2003-05
dc.descriptionProceeding of: The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03. Sunday 25 May - Wednesday 28 May, 2003, St. Louis, Missouri, USA
dc.description.abstractNowadays one of the main problems of Intrusion Detection Systems (IDS) is the high rate of false positives that they show. The number of alerts that an IDS launches are clearly higher than the number of real attacks. This paper tries to introduce a measure of the IDS prediction skill in close relationship with these false positives. So the prediction skill of an IDS is then computed according to the false positives produced. The problem faced is how to make an accurate prediction from the results of different IDS. The fraction of IDS over the total number of them that predicts a given event will determine whether such event is predicted or not. The performance obtained from the application of fuzzy thresholds over such fraction is compared with the corresponding crisp thresholds. The results of these comparisons allow us to conclude a relevant improvement when fuzzy thresholds are involved.
dc.description.statusPublicado
dc.format.mimetypetext/plain
dc.format.mimetypeapplication/pdf
dc.identifier.bibliographicCitationThe 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ ’03. IEEE, 2003, pp. 1237-1242
dc.identifier.doi10.1109/FUZZ.2003.1206608
dc.identifier.isbn0-7803-7810-5
dc.identifier.publicationfirstpage1237
dc.identifier.publicationlastpage1242
dc.identifier.publicationtitleThe 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ ’03
dc.identifier.urihttps://hdl.handle.net/10016/9576
dc.language.isoeng
dc.publisherIEEE
dc.relation.eventdate25 - 28 May, 2003
dc.relation.eventnumber12
dc.relation.eventtitleThe 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03
dc.relation.publisherversionhttp://dx.doi.org/10.1109/FUZZ.2003.1206608
dc.rights© IEEE
dc.rights.accessRightsopen access
dc.subject.ecienciaInformática
dc.subject.otherFuzzy logic
dc.subject.otherIDS
dc.subject.otherIntrusion detection
dc.titleFuzzy logic on decision model for IDS
dc.typeconference paper*
dc.type.reviewPeerReviewed
dspace.entity.typePublication
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