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Faculté des Sciences appliquées
Faculté des Sciences appliquées
MASTER THESIS
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Network anomaly detection for cybersecurity

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Piette, Elias ULiège
Promotor(s) : Mathy, Laurent ULiège
Date of defense : 5-Sep-2024/6-Sep-2024 • Permalink : http://hdl.handle.net/2268.2/21155
Details
Title : Network anomaly detection for cybersecurity
Author : Piette, Elias ULiège
Date of defense  : 5-Sep-2024/6-Sep-2024
Advisor(s) : Mathy, Laurent ULiège
Committee's member(s) : Donnet, Benoît ULiège
Boigelot, Bernard ULiège
Language : English
Number of pages : 61
Discipline(s) : Engineering, computing & technology > Computer science
Institution(s) : Université de Liège, Liège, Belgique
Degree: Master : ingénieur civil en informatique, à finalité spécialisée en "computer systems security"
Faculty: Master thesis of the Faculté des Sciences appliquées

Abstract

[fr] In the context of using computers with single or multiple network interfaces as networking devices, and the deployment of BPF as an in-kernel programmable virtual computer, this master's thesis focuses on the development of a network anomaly detection tool using BPF for traffic monitoring.
More specifically, it examines the various methods of traffic monitoring on networking devices with BPF and evaluates the performance of these methods through experimentation on actual devices. Based on the results of these experiments, an architecture of a network intrusion detection tool is then proposed.


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Author

  • Piette, Elias ULiège Université de Liège > Master ing. civ. inf. fin. spéc. comp. syst. secur

Promotor(s)

Committee's member(s)

  • Donnet, Benoît ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Algorithmique des grands systèmes
    ORBi View his publications on ORBi
  • Boigelot, Bernard ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Informatique
    ORBi View his publications on ORBi
  • Total number of views 26
  • Total number of downloads 1










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