Mgr. Sandeep Kumar Chandel

Master's thesis

Intrusion Detection System with k-means data mining and outlier detection approach

Intrusion Detection System with k-means data mining and outlier detection approach
Abstract:
Intrusion detection system is a necessity of today's information security domain. It plays a vital role in detection of anomalous traffic in a network and alerts the network administrators to manage such traffic. The work presented in this thesis is an attempt to detect such traffic anomalies in the networks by generating and analyzing the traffic flow data. This IDS presented in this thesis implements …more
Abstract:
Intrusion detection system is a necessity of today's information security domain. It plays a vital role in detection of anomalous traffic in a network and alerts the network administrators to manage such traffic. The work presented in this thesis is an attempt to detect such traffic anomalies in the networks by generating and analyzing the traffic flow data. This IDS presented in this thesis implements …more
 
 
Language used: English
Date on which the thesis was submitted / produced: 22. 5. 2017

Thesis defence

  • Date of defence: 20. 6. 2017
  • Supervisor: prof. RNDr. Václav Matyáš, M.Sc.
  • Reader: RNDr. Marek Kumpošt, Ph.D.

Citation record

Full text of thesis

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

Masaryk University

Faculty of Informatics

Master programme / field:
Informatics / Information Technology Security (eng.)

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