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VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/725
DC FieldValueLanguage
dc.contributor.authorVu Quoc Hoangen_US
dc.date.accessioned2020-03-12T17:08:02Z-
dc.date.available2020-03-12T17:08:02Z-
dc.date.issued2019-
dc.identifier.urihttp://epub.vgu.edu.vn/handle/dlibvgu/725-
dc.description.abstractThe thesis indicates that it is able to use one class support vector machine - an machine learning algorithm to de- tect DNS tunneling and integrate model with application services. The applications and services which are using in thesis can be applied in small and medium network environment. They are useful for people who has concern about DNS exfiltration and want to use machine learning algorithm for classification issue. The research has several improvements to consider in the future such as model, API server and dashboard analytic. The general idea of these improvements are to help maintain software products and make it scalable.en_US
dc.language.isoenen_US
dc.publisherVietnamese-German Universityen_US
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectDNS tunneling detection serviceen_US
dc.subjectMachine learningen_US
dc.subjectSoftware stacksen_US
dc.titleBuilding up a DNS tunneling detection service using machine learning and software stacksen_US
dc.typeThesisen_US
item.languageiso639-1other-
item.fulltextWith Fulltext-
item.grantfulltextrestricted-
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