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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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Toc

Table of Contents (16) Chapters Close

Preface 1. Part 1: Automating Detection Inputs and Deployments
2. Chapter 1: Detection as Code Architecture and Lifecycle FREE CHAPTER 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

Optimizing generative AI usage

Anyone who works in a technical capacity has likely wondered how to leverage AI in their role. I would like to make it clear that we should maintain a focus on what is practical for operationalizing tooling for our roles. AI is an applied usage of statistics that has matured to not only categorize but suggest content. At the time of writing, “general AI,” where a model can fully operate as an independent worker, is unlikely to be ready for the public anytime soon.

There has been a large amount of development effort in services to leverage generative AI in the form of recommending content based on categorization. This is why, at the time of writing, we have seen major technology vendors release services that summarize and analyze focal use cases as opposed to actioning work on our behalf.

As detection engineering professionals, we can take advantage of using LLM services as an accelerator for our development process. When you consider...

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