Chio, Clarence
Machine Learning and Security: Protecting Systems with Data and Algorithms
- ISBN 13:
- 9781491979907
- author:
- Chio, Clarence
- format:
- Paperback
- publisher:
- O'Reilly Media
- language:
- English
- Publication Year:
- 2018
- Pages:
- 386
- Dimensions:
- 23.11 x 17.78 x 2.03 centimetres
- Genre:
- Computers, Security, Networking
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Machine learning techniques can be applied to computer security issues, providing a framework for discussing the marriage of these two fields. This practical guide explores ways to apply machine learning to security problems such as intrusion detection, malware classification, and network analysis.
Security engineers and data scientists will benefit from the book's toolkit of machine-learning algorithms that can be applied to an array of security issues. Learn how machine learning has contributed to the success of modern spam filters and quickly detect anomalies in systems.
Understand how attackers exploit consumer-facing websites and app functionality, and translate your machine learning algorithms from the lab to production. This book provides a comprehensive approach to applying machine learning to security problems.
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