Thesis Details

Automatizace tvorby detektorů vybraných síťových útoků

Bachelor's Thesis Student: Huták Lukáš Academic Year: 2014/2015 Supervisor: Žádník Martin, Ing., Ph.D.
English title
Automated Development of Network Attack Detectors
Language
Czech
Abstract

The thesis is focused on automated development of network attack detectors. It describes a design of patterns developed for normal and offensive behaviors based on monitoring network traffic of selected services. Patterns are represented by statistics with a focus on suitable metrics. Using machine learning algorithms attack detectors are created from behavioral patterns. Finally, a module was implemented for Nemea system in C/C++ programming language based on the proposal.

Keywords

network security, NetFlow, honeypot, automated processing, behavioral patterns, Nemea

Department
Department of Computer Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
17 June 2015
Reviewer
Kováčik Michal, Ing.
Committee
Švéda Miroslav, prof. Ing., CSc. (DIFS FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Kunovský Jiří, doc. Ing., CSc. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Citation
HUTÁK, Lukáš. Automatizace tvorby detektorů vybraných síťových útoků. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-17. Supervised by Žádník Martin. Available from: https://www.fit.vut.cz/study/thesis/16959/
BibTeX 
@bachelorsthesis{FITBT16959,
    author = "Luk\'{a}\v{s} Hut\'{a}k",
    type = "Bachelor's thesis",
    title = "Automatizace tvorby detektor\r{u} vybran\'{y}ch s\'{i}\v{t}ov\'{y}ch \'{u}tok\r{u}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/16959/"
}

Theses

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