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Hands-On Artificial Intelligence for Cybersecurity
Hands-On Artificial Intelligence for Cybersecurity
📖 Book - PDF

Hands-On Artificial Intelligence for Cybersecurity

Implement smart AI systems for preventing cyber attacks and detecting threats and network anomalies
Alessandro Parisi
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pages
342 pages
language
English
format
ePUB (mobile friendly) and PDF
availableOnMobile
Available on iOS & Android
📖 Book - PDF

Hands-On Artificial Intelligence for Cybersecurity

Implement smart AI systems for preventing cyber attacks and detecting threats and network anomalies
Alessandro Parisi
Book details
Table of contents
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About This Book

Build smart cybersecurity systems with the power of machine learning and deep learning to protect your corporate assets

Key Features

  • Identify and predict security threats using artificial intelligence
  • Develop intelligent systems that can detect unusual and suspicious patterns and attacks
  • Learn how to test the effectiveness of your AI cybersecurity algorithms and tools

Book Description

Today's organizations spend billions of dollars globally on cybersecurity. Artificial intelligence has emerged as a great solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions.

This cybersecurity book presents and demonstrates popular and successful AI approaches and models that you can adapt to detect potential attacks and protect your corporate systems. You'll learn about the role of machine learning and neural networks, as well as deep learning in cybersecurity, and you'll also learn how you can infuse AI capabilities into building smart defensive mechanisms. As you advance, you'll be able to apply these strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication.

By the end of this book, you'll be ready to develop intelligent systems that can detect unusual and suspicious patterns and attacks, thereby developing strong network security defenses using AI.

What you will learn

  • Detect email threats such as spamming and phishing using AI
  • Categorize APT, zero-days, and polymorphic malware samples
  • Overcome antivirus limits in threat detection
  • Predict network intrusions and detect anomalies with machine learning
  • Verify the strength of biometric authentication procedures with deep learning
  • Evaluate cybersecurity strategies and learn how you can improve them

Who this book is for

If you're a cybersecurity professional or ethical hacker who wants to build intelligent systems using the power of machine learning and AI, you'll find this book useful. Familiarity with cybersecurity concepts and knowledge of Python programming is essential to get the most out of this book.

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Information

Publisher
Packt Publishing
Year
2019
ISBN
9781789805178
Topic
Computer Science
Subtopic
Artificial Intelligence (AI) & Semantics
Edition
1

Table of contents