Applications of Hyper-parameter Optimisations for Static Malware Detection

ALGorain, Fahad ORCID: 0000-0003-0547-1402 (2022) Applications of Hyper-parameter Optimisations for Static Malware Detection. PhD thesis, University of Sheffield.

Abstract

Metadata

Supervisors: Clark, John
Keywords: hyperparameter optimisation; static malware detection; neural network; deep learning; grid search; cAgen; combinatorial testing; covering arrays; automated machine learning; tree parzen estimators; bayesian optimisation; random search; machine learning;
Awarding institution: University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Computer Science (Sheffield)
The University of Sheffield > Faculty of Science (Sheffield) > Computer Science (Sheffield)

The University of Sheffield > Faculty of Engineering (Sheffield)
Identification Number/EthosID: uk.bl.ethos.883457
Depositing User: Dr Fahad ALGorain
Date Deposited: 05 Jun 2023 10:58
Last Modified: 01 Jul 2023 09:53

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