Bayesian hyper-parameter optimisation for malware detection

ALGorain, F.T. and Clark, J.A. orcid.org/0000-0002-9230-9739 (2022) Bayesian hyper-parameter optimisation for malware detection. Electronics, 11 (10). 1640. ISSN 2079-9292

Abstract

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Copyright, Publisher and Additional Information: © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Keywords: hyper-parameter optimisation; automated machine learning; static malware detection; tree parzen estimators; bayesian optimisation; random search; grid search
Dates:
  • Accepted: 17 May 2022
  • Published (online): 20 May 2022
  • Published: 2 May 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 23 May 2022 13:30
Last Modified: 25 May 2022 13:12
Status: Published
Publisher: MDPI AG
Refereed: Yes
Identification Number: https://doi.org/10.3390/electronics11101640
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