Data-Driven Cybersecurity

Mattei Matteo (Autor)

Buch | Softcover

352 Seiten

2025
Manning Publications (Verlag)
978-1-63343-610-7 (ISBN)

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Drowning in alerts but unsure which ones actually reduce risk? Security teams face an overwhelming flood of data every day, yet it is often unclear which signals matter and how to act on them. Without a structured way to prioritize threats and communicate their impact, even the best analysts struggle to protect their organization. What if you could turn noise into insight and confidently direct resources where they matter most? By aligning metrics with business goals and using real-time data effectively, you can cut through uncertainty and build measurable, trusted security operations.

ATLAS methodology: Turns scattered alerts into a lifecycle that prioritizes real threats.

Metric templates: Generate clear KPIs your executives understand, fund, and track.

Real-time dashboards: See live threat detection and performance on one screen, not ten.

AI and machine learning: Predict incidents before attackers move, using practical code samples.

Case studies and exercises: Apply lessons immediately to biotech, pharma, and any regulated industry.

Visualization techniques: Present results visually so decisions happen fast.

Data-Driven Cybersecurity by veteran CISO Mariano Mattei delivers a complete, format-agnostic field guide to measurable security.

Mattei introduces ATLAS, a step-by-step framework that aligns metrics with business goals and reduces alert fatigue. Hands-on chapters walk you through building dashboards, feeding models, and integrating AI tools, all backed by industry examples. Finish the book able to defend budgets, justify hires, and close gaps with quantifiable proof. Replace gut feelings with dashboards that speak for themselves. Perfect for security analysts, SOC leads, and managers who already know basics and crave actionable, numbers-first guidance.

Mariano Mattei is a VP of Cybersecurity and AI, known for turning data into proactive protection. With three decades in software engineering and C-suite security roles, Mariano brings clear, tool-driven guidance to every page. He distills deep expertise into repeatable frameworks that let readers prove value and cut risk.

PART 1 BUILDING THE FOUNDATION

1 INTRODUCING CYBERSECURITY METRICS

2 CYBERSECURITY ANALYTICS TOOLKIT

3 IMPLEMENTING A SECURITY METRICS PROGRAM

4 INTEGRATING METRICS INTO BUSINESS STRATEGY

PART 2 THE METRICS THAT MATTER

5 ESTABLISHING THE FOUNDATION

6 FOUNDATIONS OF CYBER RISK

7 PROTECTING YOUR ASSETS

8 CONTINUOUS THREAT DETECTION

9 INCIDENT MANAGEMENT AND RECOVERY

PART 3 BEYOND THE BASICS: ADVANCED ANALYTICS, MACHINE LEARNING, AND AI

10 ADVANCED CYBERSECURITY METRICS

11 ADVANCED STATISTICAL ANALYSIS

12 ADVANCED MACHINE LEARNING ANALYSIS

13 GENERATIVE AI IN CYBERSECURITY METRICS

Erscheinungsdatum	20.08.2025
Verlagsort	New York
Sprache	englisch
Maße	188 x 235 mm
Gewicht	645 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Netzwerke ► Sicherheit / Firewall
	Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	1-63343-610-1 / 1633436101
ISBN-13	978-1-63343-610-7 / 9781633436107
Zustand	Neuware