Grey Area - Dark Web Data Collection and the Future of OSINT

A compelling, first-hand account of the dark web, from its underground ecosystem, to the people responsible for committing data breaches and leaking data, 21st century's most consequential data breaches, the responses to those attacks, and the impact of dark web data and intelligence gathering and can have in the defense and security of our nation. In Grey Area, veteran hacker and cybersecurity investigations expert Vinny Troia offers an unfiltered, first-person look into the evolving relationship between open-source intelligence (OSINT) and the dark web data ecosystem. Drawing from years of hands-on experience in digital forensics, dark web investigations, and adversarial engagement, Troia explores how publicly available and commercially available information-PAI and CAI-are rapidly becoming the backbone of modern intelligence operations, and how a human intelligence network of known cyber criminals helped identify and stop one of the largest data breaches in known history. This book examines the legal, operational, and ethical dimensions of collecting and exploiting data from the darkest corners of the internet, including leaked databases, breached credentials, and hidden criminal networks. It breaks down how to discover, process, validate, and operationalize this data in real-world contexts-from attribution and threat actor profiling to national security use cases. You'll explore the evolution of OSINT within the Department of Defense and the Intelligence Community through exclusive, first-hand accounts from senior officials who helped define its path. You'll also learn how AI and automation tools are being used to validate data at scale, detect disinformation, and supercharge open-source investigations. The book also covers how data is stolen and what happens to it after the theft. Through his direct account as Reddington, Troia provides actual unedited conversations with the cyber criminals responsible for a hack targeting more than 160 companies, including his own interactions leading to the hack, the extortion negotiation and responses with each of the effected organizations, and how the hackers were ultimately brought to justice. From discussions of the legal grey areas of data collection, ransom negotiations, and a first-hand perspectives of his interaction with well-known hackers, Grey Area is a compelling and honest account of the realities of the dark web, data theft, and ways in which the intelligence community should be leveraging these methods to help strengthen our national security. Inside the book:

• Blow-by-blow accounts of one of the largest data breaches in recorded history
• Interviews and commentary from high level officials at the CIA, ODNI, DIA, and DOD.
• Informed, insightful commentary on how cybersecurity professionals are using dark web open-source intelligence to strengthen national security, and our country's defenses against hackers and foreign adversaries.
• Revealing interviews with experienced hackers who explain a variety of approaches, philosophies, and strategies for combatting and recovering from data breaches

Grey Area is essential reading for cybersecurity professionals, intelligence analysts, investigators, and policy leaders navigating the complex intersection of dark web data, national security, and open-source intelligence. Through real-world case studies and insider accounts, it delivers actionable insight into the future of data-driven investigations, threat attribution, and the expanding role of OSINT in modern intelligence operations.

List of contents

Foreword xix
Introduction xxi
Part I Underground Field Guide 1
Chapter 1 Where We Left Off 3
Chapter 2 A Cybercrime Economy of Stolen Data 11
Chapter 3 Dark Market Forums 29
Chapter 4 Publicly and Commercially Available Information 47
Part II Open-source Intelligence 73
Chapter 5 Osint 101 75
Chapter 6 OSINT for National Security 97
Chapter 7 The Future of OSINT 117
Chapter 8 Investigations 141
Chapter 9 OSINT for Human Trafficking 157
Part III Working with Information 175
Chapter 10 Validation as Tradecraft 177
Chapter 11 Dark Web Data Processing 197
Chapter 12 Data Loading and Extraction 221
Chapter 13 Data Analysis and AI 245
Chapter 14 Gathering Human Intelligence 265
Part IV Snowflake 291
Chapter 15 Setting the Stage 293
Chapter 16 The First Few Victims 311
Chapter 17 Intrusion Analysis 333
Chapter 18 Breach Timelines and Disclosures 361
Chapter 19 Identifying Moucka 387
Chapter 20 Epilogue 401
Index 405

About the author

VINNY TROIA, PhD, is a lifelong hacker, ransomware negotiator, and dark web investigator. Troia's deep knowledge of the cybercriminal underground has placed him at the center of numerous high-profile investigations. He is the CEO of Shadow Nexus, a firm that delivers dark web data and intelligence to national security organizations.

Product details

• Authors: Vinny Troia
• Publisher: Wiley, John and Sons Ltd
• Languages: English
• Product format: Paperback / Softback
• Released: 08.10.2025
• EAN: 9781394357277
• ISBN: 978-1-394-35727-7
• No. of pages: 432
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; True Crime, COMPUTERS / Security / Viruses & Malware, Network Security, Computer networking & communications, Computer viruses, Trojans and worms, TRUE CRIME / Cybercrime, COMPUTERS / Security / Network Security