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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

Experimenting with multiple AI tools

In the previous lab, we initially received some useful responses from a chatbot. The Poe account that you leverage allows for different models to be tested with your bot to see which best fits your needs and your word choice styling.

Some choices that you may have seen include the following:

  • GPT-3.5
  • GPT-4
  • Claude-instant
  • Claude2-100k
  • Llama 2

As usual with any development iteration, you should try out different models that best fit the needs of your organization using the same test parameters. In Poe, it is trivial to swap the base bot engine. If you decide to move to another platform for testing, ensure that you are also using the same testing constraints, such as initial prompt structures, external references, and temperature values in the responses.

Our usage of AI shouldn’t be limited to only LLMs in the form of chatbots. Another tool to introduce is SOC Prime’s Uncoder AI. The overall platform...

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