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Data-Driven Cybersecurity

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Reducing risk with proven metrics

Mariano Mattei
Foreword by Joseph Steinberg

July 2025
ISBN 9781633436107
352 pages

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printed in black & white

catalog /Leadership and Careers /Technical Skills /Cybersecurity

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Look inside

Measure, improve, and communicate the value of your security program.

Every business decision should be driven by data—and cyber security is no exception. InData-Driven Cybersecurity, you'll master the art and science of quantifiable cybersecurity, learning to harness data for enhanced threat detection, response, and mitigation. You’ll turn raw data into meaningful intelligence, better evaluate the performance of your security teams, and proactively address the vulnerabilities revealed by the numbers.

Data-Driven Cybersecurity will teach you how to:

Align a metrics program with organizational goals
Design real-time threat detection dashboards
Predictive cybersecurity using AI and machine learning
Data-driven incident response
Apply the ATLAS methodology to reduce alert fatigue
Create compelling metric visualizations

Data-Driven Cybersecurity teaches you to implement effective, data-driven cybersecurity practices—including utilizing AI and machine learning for detection and prediction. Throughout, the book presents security as a core part of organizational strategy, helping you align cyber security with broader business objectives. If you’re a CISO or security manager, you’ll find the methods for communicating metrics to non-technical stakeholders invaluable.

about the technology

A data-focused approach to cybersecurity uses metrics, analytics, and automation to detect threats earlier, respond faster, and align security with business goals.

about the book

Data-Driven Cybersecurity shows you how to turn complex security metrics into evidence-based security practices. You’ll learn to define meaningful KPIs, communicate risk to stakeholders, and turn complex data into clear action. You’ll begin by answering the important questions: what makes a “good” security metric? How can I align security with broader business objectives? What makes a robust data-driven security management program? Python scripts and Jupyter notebooks make collecting security data easy and help build real-time threat detection dashboards. You’ll even see how AI and machine learning can proactively predict cybersecurity incidents!

what's inside

Improve your alert system using the ATLAS framework
Elevate your organization’s security posture
Statistical and ML techniques for threat detection
Executive buy-in and strategic investment

about the reader

For readers familiar with the basics of cybersecurity and data analysis.

about the author

Mariano Mattei is a professor at Temple University and an information security professional with over 30 years of experience in cybersecurity and AI innovation.

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includes eBook

$59.99 $38.99

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pro $24.99 per month

access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
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exclusive 50% discount on all purchases
renews monthly, pause or cancel renewal anytime

lite $19.99 per month

access to all Manning books, including MEAPs!

team

5, 10 or 20 seats+ for your team -learn more

eBook

$47.99 $31.19

you save $16.80 (35%)

include audio $24.99 $16.24

$59.99 $38.99

you save $21.00 (35%)

include audio $24.99 $16.24

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$49.99 $32.49

you save $17.50 (35%)

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Pleaselog in to add this book to your reading list.

5 out of 5 stars. This is a book that has needed to be written for a long time the material inside the book should be the go to guide for every security manager or CISO out there.
Mark Furman, White Lodging Services

An excellent book to get your head around Cyber Security. Easy to follow and relatable to real world experiences.
AJ Bhandal, Senior Full-Stack Developer