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A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning

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Bibliographic Details
Main Authors: Paul K., Mvula, Paula, Branco, Guy-Vincent, Jourdan
Format: Book
Language:English
Published: Springer 2023
Subjects:
Machine Learning applications
in-depth penetration testing
Online Access:https://link.springer.com/article/10.1007/s44248-023-00003-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7663
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spelling oai:localhost:PNK-76632023-04-07T06:36:49Z A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning Paul K., Mvula Paula, Branco Guy-Vincent, Jourdan Machine Learning applications in-depth penetration testing CC BY In Machine Learning, the datasets used to build models are one of the main factors limiting what these models can achieve and how good their predictive performance is. Machine Learning applications for cyber-security or computer security are numerous including cyber threat mitigation and security infrastructure enhancement through pattern recognition, real-time attack detection, and in-depth penetration testing. Therefore, for these applications in particular, the datasets used to build the models must be carefully thought to be representative of real-world data. 2023-04-07T06:36:48Z 2023-04-07T06:36:48Z 2023 Book https://link.springer.com/article/10.1007/s44248-023-00003-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7663 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Machine Learning applications
in-depth penetration testing
spellingShingle Machine Learning applications
in-depth penetration testing
Paul K., Mvula
Paula, Branco
Guy-Vincent, Jourdan
A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
description CC BY
format Book
author Paul K., Mvula
Paula, Branco
Guy-Vincent, Jourdan
author_facet Paul K., Mvula
Paula, Branco
Guy-Vincent, Jourdan
author_sort Paul K., Mvula
title A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
title_short A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
title_full A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
title_fullStr A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
title_full_unstemmed A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
title_sort systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s44248-023-00003-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7663
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score 8.881002

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