Bc. Adam Mariš

Master's thesis

Network intrusion detection based on statistical protocol identification

Network intrusion detection based on statistical protocol identification
Abstract:
Cieľom tejto práce je analyzovať prístup detekcie prienikov na základe štatistickej identifikácie protokolov. Identifikácia sieťových protokolov pomocou algoritmu SPID je analyzovaná a hodnotená vzhľadom k detekcii sieťových prienikov. Návrhy na vylepšenia algoritmu sú vyhodnotené v experimente na reálnych dátach so zameraním na detekciu sieťových prienikov. Práca predkladá prototyp samostatného detekčného …more
Abstract:
The aim of the diploma thesis is to analyze an approach of intrusion detection based on statistical protocol identification. Network protocol identification using SPID algorithm is analyzed and evaluated regarding to the network intrusion detection. Improvements of the algorithm are proposed and evaluated in an experiment with a real traffic focusing on detection of network intrusions. A standalone …more
 

Keywords

trojan network intrusion detection genetic algorithm snort spid protocol security malware
 
Language used: English
Date on which the thesis was submitted / produced: 11. 1. 2016
Identifier: https://is.muni.cz/th/g2tob/

Thesis defence

  • Date of defence: 17. 2. 2016
  • Supervisor: RNDr. Marián Novotný, Ph.D.
  • Reader: RNDr. Petr Švenda, Ph.D.

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Masaryk University

Faculty of Informatics

Master programme / field:
Informatics / Information Technology Security

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