Purdue University Graduate School
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Towards Representation Learning for Robust Network Intrusion Detection Systems

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posted on 2024-06-03, 18:55 authored by Ryan John HoslerRyan John Hosler
<p dir="ltr">This research involves numerous network intrusion techniques through novel applications of graph representation learning and image representation learning. The methods are tested on multiple publicly available network flow datasets.</p>

History

Degree Type

  • Doctor of Philosophy

Department

  • Computer Science

Campus location

  • Indianapolis

Advisor/Supervisor/Committee Chair

Dr. Xukai Zou

Advisor/Supervisor/Committee co-chair

Dr. Feng Li

Additional Committee Member 2

Dr. Gavriil Tsechpenakis

Additional Committee Member 3

Dr. Arjan Durresi

Additional Committee Member 4

Dr. Qin Hu