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Revisión de la implementación del machine learning en la seguridad de la información.

Authors :
ALVARADO, CRISTHIAN
PINGO, CARLOS
MENDOZA, ALBERTO
Source :
Revista Campus. jul-dic2022, Vol. 27 Issue 34, p365-378. 14p.
Publication Year :
2022

Abstract

This review aims to make known how machine learning is being implemented in information security. For this reason, the PRISMA methodology was chosen to identify articles in different databases in the last 5 years. The following databases were obtained: Scopus, Science Direct, Research Gate and Google Scholar. Subsequently, the inclusion and exclusion criteria will be applied, giving a result of 16 articles where machine learning is implemented in information security to answer the questions raised. In conclusion, the various techniques and/or algorithms of machine learning applied in information security is a need for organizations today for the protection of information, one of the most used algorithms being artificial neural networks. and the area where machine learning is most widely deployed for information security is the internet of things. [ABSTRACT FROM AUTHOR]

Details

Language :
Spanish
ISSN :
18126049
Volume :
27
Issue :
34
Database :
Academic Search Index
Journal :
Revista Campus
Publication Type :
Academic Journal
Accession number :
160756162
Full Text :
https://doi.org/10.24265/campus.2022.v27n34.13