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Vector Search for Practitioners with Elastic

You're reading from   Vector Search for Practitioners with Elastic A toolkit for building NLP solutions for search, observability, and security using vector search

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Product type Paperback
Published in Nov 2023
Publisher Packt
ISBN-13 9781805121022
Length 240 pages
Edition 1st Edition
Languages
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Authors (2):
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Jeff Vestal Jeff Vestal
Author Profile Icon Jeff Vestal
Jeff Vestal
Bahaaldine Azarmi Bahaaldine Azarmi
Author Profile Icon Bahaaldine Azarmi
Bahaaldine Azarmi
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Table of Contents (17) Chapters Close

Preface 1. Part 1:Fundamentals of Vector Search FREE CHAPTER
2. Chapter 1: Introduction to Vectors and Embeddings 3. Chapter 2: Getting Started with Vector Search in Elastic 4. Part 2: Advanced Applications and Performance Optimization
5. Chapter 3: Model Management and Vector Considerations in Elastic 6. Chapter 4: Performance Tuning – Working with Data 7. Part 3: Specialized Use Cases
8. Chapter 5: Image Search 9. Chapter 6: Redacting Personal Identifiable Information Using Elasticsearch 10. Chapter 7: Next Generation of Observability Powered by Vectors 11. Chapter 8: The Power of Vectors and Embedding in Bolstering Cybersecurity 12. Part 4: Innovative Integrations and Future Directions
13. Chapter 9: Retrieval Augmented Generation with Elastic 14. Chapter 10: Building an Elastic Plugin for ChatGPT 15. Index 16. Other Books You May Enjoy

Understanding the importance of email phishing detection

Before getting into ELSER and its application in cybersecurity, we will understand phishing thoroughly and then move on to more advanced techniques with semantic search.

What is phishing?

Phishing is a common type of cyber-attack that involves disguising oneself as a reliable entity in electronic communication to gain sensitive information such as credentials, such as usernames and passwords, and payment information such as credit card or social security numbers.

Email spoofing is the main method used to phish. With the increase in communication apps, phishing also happens on platforms that offer instant messaging and often directs users to enter personal information on a fake website that matches the look and feel of a legitimate site.

Phishing directly affects thousands of people each day. Cybercriminals use social engineering techniques to trick unsuspecting individuals and organizations into giving up sensitive...

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