
Hands-On Artificial Intelligence for Cybersecurity
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Free Trial for 7 days
$12.99/m after trial
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Free ChapterSection 1: AI Core Concepts and Tools of the Trade
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Introduction to AI for Cybersecurity Professionals
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Setting Up Your AI for Cybersecurity Arsenal
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Section 2: Detecting Cybersecurity Threats with AI
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Ham or Spam? Detecting Email Cybersecurity Threats with AI
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Malware Threat Detection
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Network Anomaly Detection with AI
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Section 3: Protecting Sensitive Information and Assets
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Securing User Authentication
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Fraud Prevention with Cloud AI Solutions
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GANs - Attacks and Defenses
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Section 4: Evaluating and Testing Your AI Arsenal
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Evaluating Algorithms
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Assessing your AI Arsenal
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About this book
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.
- Publication date:
- August 2019
- Publisher
- Packt
- Pages
- 342
- ISBN
- 9781789804027