Mastering Machine Learning for Penetration Testing

Become a master at penetration testing using machine learning with Python

Mastering Machine Learning for Penetration Testing

Chiheb Chebbi

Become a master at penetration testing using machine learning with Python
Packt Subscription
$5.00
$9.99/m after first month
eBook
$5.00
RRP $31.99
Save 84%
Print + eBook
$39.99
RRP $39.99
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$5.00
$5.00
$39.99
$9.99/m after first month
RRP $31.99
RRP $39.99
Subscription
eBook
Print + eBook
Subscribe Now

Frequently bought together


Mastering Machine Learning for Penetration Testing Book Cover
Mastering Machine Learning for Penetration Testing
$ 31.99
$ 5.00
Python Penetration Testing Essentials - Second Edition Book Cover
Python Penetration Testing Essentials - Second Edition
$ 23.99
$ 5.00
Buy 2 for $10.00
Save $45.98
Add to Cart

Book Details

ISBN 139781788997409
Paperback276 pages

Book Description

Cyber security is crucial for both businesses and individuals. As systems are getting smarter, we now see machine learning interrupting computer security. With the adoption of machine learning in upcoming security products, it’s important for pentesters and security researchers to understand how these systems work, and to breach them for testing purposes.

This book begins with the basics of machine learning and the algorithms used to build robust systems. Once you’ve gained a fair understanding of how security products leverage machine learning, you'll dive into the core concepts of breaching such systems. Through practical use cases, you’ll see how to find loopholes and surpass a self-learning security system.

As you make your way through the chapters, you’ll focus on topics such as network intrusion detection and AV and IDS evasion. We’ll also cover the best practices when identifying ambiguities, and extensive techniques to breach an intelligent system.

By the end of this book, you will be well-versed with identifying loopholes in a self-learning security system and will be able to efficiently breach a machine learning system.

Table of Contents

What You Will Learn

  • Take an in-depth look at machine learning
  • Get to know natural language processing (NLP)
  • Understand malware feature engineering
  • Build generative adversarial networks using Python libraries
  • Work on threat hunting with machine learning and the ELK stack
  • Explore the best practices for machine learning

Authors

Table of Contents

Book Details

ISBN 139781788997409
Paperback276 pages
Read More

Read More Reviews

Recommended for You

Python Penetration Testing Essentials - Second Edition Book Cover
Python Penetration Testing Essentials - Second Edition
$ 23.99
$ 5.00
Hands-On Bug Hunting for Penetration Testers Book Cover
Hands-On Bug Hunting for Penetration Testers
$ 31.99
$ 5.00
Learning Python Web Penetration Testing Book Cover
Learning Python Web Penetration Testing
$ 23.99
$ 5.00
Hands-On Cryptography with Python Book Cover
Hands-On Cryptography with Python
$ 23.99
$ 5.00
Learning Python Web Penetration Testing Book Cover
Learning Python Web Penetration Testing
$ 23.99
$ 5.00
Hands-On Enterprise Automation with Python Book Cover
Hands-On Enterprise Automation with Python
$ 31.99
$ 5.00