Thesis Details

Zpracování logovacích informací na platformě TeskaLabs

Bachelor's Thesis Student: Kocinec Patrik Academic Year: 2019/2020 Supervisor: Ryšavý Ondřej, doc. Ing., Ph.D.
English title
Log Analysis Using TeskaLab Platform
Language
Czech
Abstract

This work describes the usage of machine learning methods for processing logging information on LogMan.io system. The work includes a description of methods of processing logging information for the purposes of security monitoring, as well as machine learning methods and principles of data processing. Subsequently, the work focuses on the introduction of the LogMan.io system and its components. Then, an application for processing logging information is designed and implemented on LogMan.io system, which uses machine learning methods to detect malign domains. When implementing the application for model training, several methods were used focusing on the accuracy of detection. 

Keywords

TeskaLabs, LogMan.io, logging, security monitoring, machine learning

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
10 July 2020
Reviewer
Jeřábek Kamil, Ing.
Committee
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), předseda
Grézl František, Ing., Ph.D. (DCGM FIT BUT), člen
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Smrčka Aleš, Ing., Ph.D. (DITS FIT BUT), člen
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Citation
KOCINEC, Patrik. Zpracování logovacích informací na platformě TeskaLabs. Brno, 2020. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2020-07-10. Supervised by Ryšavý Ondřej. Available from: https://www.fit.vut.cz/study/thesis/23106/
BibTeX 
@bachelorsthesis{FITBT23106,
    author = "Patrik Kocinec",
    type = "Bachelor's thesis",
    title = "Zpracov\'{a}n\'{i} logovac\'{i}ch informac\'{i} na platform\v{e} TeskaLabs",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2020,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/23106/"
}

Theses

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