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Hands-On Artificial Intelligence for Cybersecurity

You're reading from   Hands-On Artificial Intelligence for Cybersecurity Implement smart AI systems for preventing cyber attacks and detecting threats and network anomalies

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Product type Paperback
Published in Aug 2019
Publisher Packt
ISBN-13 9781789804027
Length 342 pages
Edition 1st Edition
Languages
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Author (1):
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Alessandro Parisi Alessandro Parisi
Author Profile Icon Alessandro Parisi
Alessandro Parisi
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Table of Contents (16) Chapters Close

Preface 1. Section 1: AI Core Concepts and Tools of the Trade FREE CHAPTER
2. Introduction to AI for Cybersecurity Professionals 3. Setting Up Your AI for Cybersecurity Arsenal 4. Section 2: Detecting Cybersecurity Threats with AI
5. Ham or Spam? Detecting Email Cybersecurity Threats with AI 6. Malware Threat Detection 7. Network Anomaly Detection with AI 8. Section 3: Protecting Sensitive Information and Assets
9. Securing User Authentication 10. Fraud Prevention with Cloud AI Solutions 11. GANs - Attacks and Defenses 12. Section 4: Evaluating and Testing Your AI Arsenal
13. Evaluating Algorithms 14. Assessing your AI Arsenal 15. Other Books You May Enjoy

Authentication abuse prevention

In a context such as the current one, characterized by a growing disintermediation of traditional services offered to users in digital forms (such as e-commerce, home banking, and so on), it is important to correctly identify and prevent possible threats that target use's digital identity, such as the risk of identity theft. Moreover, with the rapid spread of the Internet of Things (IoT), the possibility of unauthorized access obtained by exploiting counterfeit credentials (or by stealing them from legitimate owners) is more probable than ever before.

It is the dimension of cyberspace with its increased attack surface, which is determined by the exponential number of connections that can be established between humans and machines, and between machines and machines, that makes the risk of information leakage much more likely.

Protecting user...

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