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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

Creating program KPIs

Just as detection engineers want consistent ways of monitoring their detection development cycle, leadership needs mechanisms to observe progress at the team level. Anecdotally, I have witnessed many teams going straight to total counts of detections, or how many detections are produced per sprint. While these are good metrics to account for, they don’t measure the true security impact and effectiveness.

Let’s say we were capturing that the team created 10 IOC-based detections in a given sprint on time and that passed all levels of testing. Unfortunately, what we’re not answering that helps us determine program health includes the following:

  • Did SOC find malicious activity from the deployed detections?
  • How aligned are we to the threat intelligence TTP priorities?
  • Has the detection helped to support true positive findings of an incident?
  • Do the detections specifically support larger executive leadership strategies?
  • ...
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