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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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Toc

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

NLP to the rescue

One of the most exciting areas of AI is certainly NLP, which consists of the analysis and automated understanding of human language.

The purpose of NLP is to try to extract sensible information from unstructured data (such as email messages, tweets, and Facebook posts).

The fields of application of NLP are huge, and vary from simultaneous translations to sentiment analysis speech recognition.

NLP steps

The phases that characterize NPL are as follows:

  1. Identification of the words (tokens) constituting the language
  2. Analysis of the structure of the text
  3. Identification of the relationships between words (in paragraphs, sentences, and so on)
  4. Semantic analysis of the text

One of the best known Python libraries...

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