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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

Leveraging context enrichment

Ingesting threat artifacts as part of the informed defense strategy is usually not the only step required for security tools. Many tools require additional use cases created to make use of the threat artifacts indexed within the tool. We saw a glimpse of this in Lab 2.3, where an additional ruleset was needed within the Wazuh configuration. To further bolster our threat artifacts as actual enrichment, we need to pair the intelligence with practical use cases.

The most common use cases are SIEM based, which can compare the ingested IOCs and IOAs against TTPs and may include the following:

  • Command and Control (C2) heartbeats
  • Data exfiltration
  • Chained process executions

In addition to the standard use case detections, some SIEMs support risk-based rulesets, which allow for certain objects, such as users, system hostnames, and other key fields, to increase their risk thresholds based on changing conditions as a way to leverage the...

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