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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
2. Introduction to AI for Cybersecurity Professionals FREE CHAPTER 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

AI in the context of cybersecurity

With the exponential increase in the spread of threats associated with the daily diffusion of new malware, it is practically impossible to think of dealing effectively with these threats using only analysis conducted by human operators. It is necessary to introduce algorithms that allow us to automate that introductory phase of analysis known as triage, that is to say, to conduct a preliminary screening of the threats to be submitted to the attention of the cybersecurity professionals, allowing us to respond in a timely and effective manner to ongoing attacks.

We need to be able to respond in a dynamic fashion, adapting to the changes in the context related to the presence of unprecedented threats. This implies not only that the analysts manage the tools and methods of cybersecurity, but that they can also correctly interpret and evaluate the...

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Hands-On Artificial Intelligence for Cybersecurity
Published in: Aug 2019
Publisher: Packt
ISBN-13: 9781789804027
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