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Practical Threat Detection Engineering

Practical Threat Detection Engineering

By : Megan Roddie, Jason Deyalsingh, Gary J. Katz
4.7 (20)
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Practical Threat Detection Engineering

Practical Threat Detection Engineering

4.7 (20)
By: Megan Roddie, Jason Deyalsingh, Gary J. Katz

Overview of this book

Threat validation is the backbone of every strong security detection strategy—it ensures your detection pipeline is effective, reliable, and resilient against real-world threats. This comprehensive guide is designed for those new to detection validation, offering clear, actionable frameworks to help you assess, test, and refine your security detections with confidence. Covering the entire detection lifecycle, from development to validation, this book provides real-world examples, hands-on tutorials, and practical projects to solidify your skills. Beyond just technical know-how, this book empowers you to build a career in detection engineering, equipping you with the essential expertise to thrive in today’s cybersecurity landscape. By the end of this book, you'll have the tools and knowledge to fortify your organization’s defenses, enhance detection accuracy, and stay ahead of cyber threats.
Table of Contents (20 chapters)
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1
Part 1: Introduction to Detection Engineering
5
Part 2: Detection Creation
11
Part 3: Detection Validation
14
Part 4: Metrics and Management
16
Part 5: Detection Engineering as a Career

Fundamentals of Detection Engineering

Across nearly every industry, a top concern for executives and board members is the security of their digital assets. It’s an understandable concern, given that companies are now more interconnected and reliant on technology than ever before. Digital assets and their supporting infrastructure comprise ever-increasing portions of a typical organization’s inventory. Additionally, more processes are becoming reliant on robust communication technologies. In most cases, these technologies enable companies to operate more effectively. The management and defense of this new digital landscape, however, can be challenging for organizations of any size.

Additionally, where sophisticated attacks used to be limited to nation-state adversaries, the increased interconnectedness of technology, coupled with the emergence of cryptocurrencies, creates a near-perfect environment for cyber criminals to operate in. The addition of sophisticated threat actors motivated by financial gain rather than those limited to nation-state motivations has dramatically broadened the number of organizations that must be able to identify and respond to such threats. Stopping these attacks requires increased agility by an organization to combat the adversary. A detection engineering program provides that agility, improving an organization’s ops tempo to operationalize intelligence about new threats. The primary goal of detection engineering is to develop the rules or algorithmic models to automatically identify the presence of threat actors, or malicious activity in general, promptly so that the relevant teams can take mitigative action.

In this chapter, we will discuss several topics that will provide you with knowledge that will be relevant throughout this book:

  • Foundational concepts, such as attack frameworks, common attack types, and the definition of detection engineering
  • The value of a detection engineering program
  • An overview of this book
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Practical Threat Detection Engineering
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