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

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.


Degree Type

  • Doctor of Philosophy


  • 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