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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

Summary

In this chapter, we have introduced the fundamental concepts of AI and ML in relation to the context of cybersecurity. We have presented some of the strategies adopted in the management of automated learning process, and the possible problems that data analysts face. The concepts and tools that we have learned in this chapter will be used and adapted in the following chapters, addressing the specific problems of cybersecurity.

In the next chapter, we will learn how to manage Jupyter interactive notebooks in more depth, which allows the reader to interactively execute the instructions given and display the results of the execution in real time.

During the course of the book, the concepts of AI and ML will be presented from time to time in the topics covered in the individual chapters, trying to provide a practical interpretation of the algorithms examined. For those interested...

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