Table of Contents for
Machine Learning and Security

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Machine Learning and Security by David Freeman Published by O'Reilly Media, Inc., 2018
  1. nav
  2. Cover
  3. Praise for Machine Learning and Security
  4. Machine Learning and Security
  5. Machine Learning and Security
  6. Preface
  7. 1. Why Machine Learning and Security?
  8. 2. Classifying and Clustering
  9. 3. Anomaly Detection
  10. 4. Malware Analysis
  11. 5. Network Traffic Analysis
  12. 6. Protecting the Consumer Web
  13. 7. Production Systems
  14. 8. Adversarial Machine Learning
  15. A. Supplemental Material for Chapter 2
  16. B. Integrating Open Source Intelligence
  17. Index
  18. About the Authors
  19. Colophon

Machine Learning and Security

by Clarence Chio and David Freeman

Copyright © 2018 Clarence Chio and David Freeman. All rights reserved.

Printed in the United States of America.

Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.

O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://oreilly.com/safari). For more information, contact our corporate/institutional sales department: 800-998-9938 or corporate@oreilly.com.

  • Editor: Courtney Allen
  • Production Editor: Kristen Brown
  • Copyeditor: Octal Publishing, Inc.
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  • Interior Designer: David Futato
  • Cover Designer: Karen Montgomery
  • Illustrator: Rebecca Demarest
  • Tech Reviewers: Joshua Saxe, Hyrum Anderson, Jess Males, and Alex Pinto
  • February 2018: First Edition

Revision History for the First Edition

  • 2018-01-26: First Release

See http://oreilly.com/catalog/errata.csp?isbn=9781491979907 for release details.

The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Machine Learning and Security, the cover image, and related trade dress are trademarks of O’Reilly Media, Inc.

While the publisher and the authors have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the authors disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other technology this work contains or describes is subject to open source licenses or the intellectual property rights of others, it is your responsibility to ensure that your use thereof complies with such licenses and/or rights.

978-1-491-97990-7

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