Machine learning and security : protecting systems with data and algorithms
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Format
Edition
First edition.
Language
English
ISBN
1491979909, 9781491979907
Notes
Bibliography
Includes bibliographical references and index.
Description
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 --,Back cover.
Local note
O'Reilly,O'Reilly Online Learning: Academic/Public Library Edition
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Citations
APA Citation, 7th Edition (style guide)
Chio, C., & Freeman, D. (2018). Machine learning and security: protecting systems with data and algorithms (First edition.). O'Reilly Media.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Chio, Clarence and David Freeman. 2018. Machine Learning and Security: Protecting Systems With Data and Algorithms. Sebastopol, CA: O'Reilly Media.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Chio, Clarence and David Freeman. Machine Learning and Security: Protecting Systems With Data and Algorithms Sebastopol, CA: O'Reilly Media, 2018.
Harvard Citation (style guide)Chio, C. and Freeman, D. (2018). Machine learning and security: protecting systems with data and algorithms. First edn. Sebastopol, CA: O'Reilly Media.
MLA Citation, 9th Edition (style guide)Chio, Clarence., and David Freeman. Machine Learning and Security: Protecting Systems With Data and Algorithms First edition., O'Reilly Media, 2018.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
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Grouped Work ID
a3e8f100-df8e-9cdd-058a-86fdb6b8b10f-eng
Grouping Information
| Grouped Work ID | a3e8f100-df8e-9cdd-058a-86fdb6b8b10f-eng |
|---|---|
| Full title | machine learning and security protecting systems with data and algorithms |
| Author | chio clarence |
| Grouping Category | book |
| Last Update | 2024-10-08 10:55:34AM |
| Last Indexed | 2024-12-03 03:24:48AM |
Book Cover Information
| Image Source | contentCafe |
|---|---|
| First Loaded | Oct 16, 2024 |
| Last Used | Nov 24, 2024 |
Marc Record
| First Detected | Mar 21, 2023 11:45:32 AM |
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| Last File Modification Time | Mar 21, 2023 11:45:32 AM |
| Suppressed | Record had no items |
MARC Record
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| 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 | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 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. | ||
| 588 | 0 | |a Online resource; title from title page (viewed March 12, 2018). | |
| 590 | |a O'Reilly|b O'Reilly Online Learning: Academic/Public Library Edition | ||
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| 650 | 0 | |a Computer security.|9 65527 | |
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