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Automating Security Detection Engineering

You're reading from   Automating Security Detection Engineering A hands-on guide to implementing Detection as Code

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Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781837636419
Length 252 pages
Edition 1st Edition
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Author (1):
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Dennis Chow Dennis Chow
Author Profile Icon Dennis Chow
Dennis Chow
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Automating Detection Inputs and Deployments FREE CHAPTER
2. Chapter 1: Detection as Code Architecture and Lifecycle 3. Chapter 2: Scoping and Automating Threat-Informed Defense Inputs 4. Chapter 3: Developing Core CI/CD Pipeline Functions 5. Chapter 4: Leveraging AI for Use Case Development 6. Part 2: Automating Validations within CI/CD Pipelines
7. Chapter 5: Implementing Logical Unit Tests 8. Chapter 6: Creating Integration Tests 9. Chapter 7: Leveraging AI for Testing 10. Part 3: Monitoring Program Effectiveness
11. Chapter 8: Monitoring Detection Health 12. Chapter 9: Measuring Program Efficiency 13. Chapter 10: Operating Patterns by Maturity 14. Index 15. Other Books You May Enjoy

Summary

In this chapter, we’ve learned how to utilize multiple AI tools for the purpose of custom detection development. We learned about best practices for interacting with LLMs so we could augment our workflows with Poe-hosted chatbots and SOC Prime’s Uncoder AI. We also found ways of batching our work using the same process by combining the ability to crawl through intelligence sources using Python to iterate a series of prompts to our chatbot and save the output to a file. Finally, merging the scripts of the two functions as one allowed us to further extend what we can do to queue and prioritize work for the engineering team.

In the next chapter, we’ll learn how to automate testing the logic of our detections within the CI/CD pipeline.

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