A systematic literature review of cyber-security data repositories and performance assessment metrics for semi-supervised learning
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s44248-023-00003-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7663 |
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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 |
| _version_ |
1762546698478944256 |
| score |
8.891787 |