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Hands-On Artificial Intelligence for Cybersecurity

You're reading from  Hands-On Artificial Intelligence for Cybersecurity

Product type Book
Published in Aug 2019
Publisher Packt
ISBN-13 9781789804027
Pages 342 pages
Edition 1st Edition
Languages
Author (1):
Alessandro Parisi Alessandro Parisi
Profile icon Alessandro Parisi

Table of Contents (16) Chapters

Preface 1. Section 1: AI Core Concepts and Tools of the Trade
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

Introducing fraud detection algorithms

In recent years, we have witnessed an increase in fraudulent activities in the financial sector, and particularly in the area of ​​credit card frauds. This is due to the fact that it is rather easy for cybercriminals to set up credit card fraud, and it has, therefore, become important for financial institutions and organizations to be able to promptly identify fraud attempts.

Furthermore, the activity of fraud detection and prevention in the context of credit card fraud is complicated by the fact that this type of fraud assumes global characteristics; that is, it involves different geographical areas as well as a variety of financial institutions and organizations.

Therefore, it is essential to be able to share the information sources that are available within different organizations around the world.

These sources of information...

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