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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
Title: Building up a DNS tunneling detection service using machine learning and software stacks
Authors: Vu Quoc Hoang 
Keywords: DNS tunneling detection service;Machine learning;Software stacks
Issue Date: 2019
Publisher: Vietnamese-German University
Abstract: 
The 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.
URI(1): http://epub.vgu.edu.vn/handle/dlibvgu/725
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Business Information Systems (BIS)

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