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Machine learning and security : protecting systems with data and algorithms /
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Sebastopol, CA :
O'Reilly Media,
2018.
|
| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 003 | OCoLC | ||
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| 050 | 4 | |a Q325.5 | |
| 082 | 0 | 4 | |a 006.3/1 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Chio, Clarence. | |
| 245 | 1 | 0 | |a Machine learning and security : |b protecting systems with data and algorithms / |c Clarence Chio and David Freeman. |
| 246 | 3 | 0 | |a Protecting systems with data and algorithms |
| 250 | |a First edition. | ||
| 264 | 1 | |a Sebastopol, CA : |b O'Reilly Media, |c 2018. | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Online resource; title from title page (viewed March 12, 2018). | |
| 520 | |a Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike -- |c Back cover. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Computer security. | |
| 650 | 2 | |a Computer Security | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Sécurité informatique. | |
| 650 | 7 | |a Computer security. |2 fast |0 (OCoLC)fst00872484 | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 700 | 1 | |a Freeman, David, |d 1979- |e author. | |
| 776 | 0 | 8 | |i Print version: |a Chio, Clarence. |t Machine learning and security. |b First edition. |d Sebastopol, CA : O'Reilly Media, 2018 |w (DLC) 2017278942 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781491979891/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 994 | |a 92 |b IZTAP | ||