Thesis Details

Automatická anotace síťového provozu na základě systémových událostí

Master's Thesis Student: Kala Jan Academic Year: 2021/2022 Supervisor: Žádník Martin, Ing., Ph.D.
English title
Automated Annotation of Network Traffic Based on System Events
Language
Czech
Abstract

This thesis addresses topic of network flow annotation using web traffic data. Introduces to problematics of network flow monitoring, analysis and classification and also to protocols HTTP and HTTPS. Describes technique of data collection from web browsers and their pairing with traffic flows. Proposes annotation system that is able to annotate web traffic in automated manner. Implementation of the proposed system is also part of this thesis

Keywords

Network traffic monitoring, network traffic analysis, web traffic annotation, HTTP, HTTPS, TLS, ipfixprobe, browser extension.

Department
Department of Computer Systems FIT BUT
Degree Programme
Information Technology and Artificial Intelligence, Specialization Cybersecurity
Files
Status
defended, grade C
Date
21 June 2022
Reviewer
Polčák Libor, Ing., Ph.D.
Committee
Hanáček Petr, doc. Dr. Ing. (DITS FIT BUT), předseda
Drábek Vladimír, doc. Ing., CSc. (DCSY FIT BUT), člen
Holík Lukáš, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Hrubý Martin, Ing., Ph.D. (DITS FIT BUT), člen
Očenášek Pavel, Mgr. Ing., Ph.D. (DIFS FIT BUT), člen
Citation
KALA, Jan. Automatická anotace síťového provozu na základě systémových událostí. Brno, 2022. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-21. Supervised by Žádník Martin. Available from: https://www.fit.vut.cz/study/thesis/24747/
BibTeX 
@mastersthesis{FITMT24747,
    author = "Jan Kala",
    type = "Master's thesis",
    title = "Automatick\'{a} anotace s\'{i}\v{t}ov\'{e}ho provozu na z\'{a}klad\v{e} syst\'{e}mov\'{y}ch ud\'{a}lost\'{i}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/24747/"
}

Theses

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