Covering arrays ML HPO for static malware detection

ALGorain, F.T. orcid.org/0000-0003-0547-1402 and Clark, J.A. orcid.org/0000-0002-9230-9739 (2023) Covering arrays ML HPO for static malware detection. Eng, 4 (1). pp. 543-554.

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2023 by the authors. 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: cAgen; combinatorial testing; covering arrays; machine learning; static PE malware detection; hyper-parameter optimisation; grid search
Dates:
  • Accepted: 7 February 2023
  • Published (online): 9 February 2023
  • Published: March 2023
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: 15 Mar 2023 11:22
Last Modified: 15 Mar 2023 11:22
Status: Published
Publisher: MDPI AG
Refereed: Yes
Identification Number: https://doi.org/10.3390/eng4010032

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