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Bc. Matúš Štovčik

Master's thesis

Process mining methods for detection of malicious computer usage by masquerading traitors

Process mining methods for detection of malicious computer usage by masquerading traitors
Abstract:
Táto práca obsahuje prehľad tém, ktoré môžu byť užitočné pri odhaľovaní maskujúcich sa zradcov pomocou užívateľovho záznamu o aktivite na počítači. Predstavujeme dostupné nástroje na zber údajov, techniky procesného dolovania, nástroje procesného dolovania a procesné modely. Vyvinuli sme riešenie pomocou vybraných nástrojov prezentovaných v prehľade. Toto riešenie vykonáva zber a predspracovanie údajov …more
Abstract:
This thesis presents an examination of topics that can be useful for the detection of masquerading traitors in computer usage - available data gathering tools, process mining techniques, process mining tools, and process models. We develop a solution using selected tools presented in the examination. This solution performs data gathering and data preprocessing and applies the process discovery technique …more
 

Keywords

process mining insider attack traitor process model experiment
 
Language used: English
Date on which the thesis was submitted / produced: 17. 5. 2022
Identifier: https://is.muni.cz/th/v0k9m/

Thesis defence

  • Date of defence: 20. 6. 2022
  • Supervisor: RNDr. Martin Macák
  • Reader: PhD Bruno Rossi

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Computer systems, communication and security / Networks and communication

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