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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.

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Spelling suggestions: "subject:"anetwork intrusion detection framework"" "subject:"enetwork intrusion detection framework""

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Towards Representation Learning for Robust Network Intrusion Detection Systems

Ryan John Hosler (18369510) 03 June 2024 (has links)
<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>
System and network security
Deep learning
Neural networks
Graph Representation Model
image embedding
Network intrusion detection framework
Android malware analysis and detection
autoencoder neural networks
Wasserstein Generative Adversarial ...
deep graph convolutional neural networks
network flow modelling

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