When people talk about the darknet, they often focus on its secrecy or its scale—but my team and I wanted to understand its operational vulnerabilities. In this study, we looked at how darknet offenders avoid risk—and more importantly, how those strategies could be disrupted to increase their perceived risks and reduce rewards.

Study Overview

• Title: Towards a Conceptual Typology of Darknet Risks

• Authors: Ogbanufe, O., Wolfe, J., & Baucum, F.

• Study Sample: Qualitative analysis of darknet platforms, transaction scripts, risk behaviors, and disruption tactics

• Research Objective: To conceptualize a typology of darknet risks based on offender profiles and risk origins, and identify low-resource strategies for disrupting their operations.

• Link to publication: https://www.tandfonline.com/doi/full/10.1080/08874417.2023.2234323

Key Contributions

Typology of Risk: We developed a model of four darknet risk categories across two dimensions—target (vendors/operators vs. buyers/users) and origin (internal vs. external).

Crime Script Lens: Darknet operations follow known sequences—from onboarding, encryption, and account setup to transactions and delivery—each with identifiable risk points.

Risk Avoidance Disruption: Offenders reduce risk through encryption (PGP), anonymity tools (Tor), stealth shipping, and more. We found that social disruptions (e.g., gossip, slander, Sybil attacks) can be more effective and sustainable than expensive tech or legal shutdowns.

Typology Quadrants

• Internal to Buyers: Harm (e.g., bad drugs), scams

• External to Buyers: Detection and arrest by law enforcement

• External to Vendors: Detection, arrest, and marketplace shutdowns

• Internal to Vendors: Reputation damage and scams

Governance & Policy Relevance

Organizations and governments looking to deter illicit cybercrime must understand offenders’ behaviors and risk calculus. This study suggests:

• Investing in social disruption campaigns on forums (gossip, fake reviews, etc.)

• Targeting reputation mechanisms to decrease trust between buyers and sellers

• Avoiding over-reliance on expensive tech-based takedowns

Practical Takeaways

• Think Beyond Firewalls: Include darknet exposure and social engineering in your governance risk assessments.

• Integrate Crime Script Thinking: Map potential vulnerabilities in online supply chains and criminal scripts.

• Promote Cross-sector Collaboration: Join forces with PR, legal, and intel agencies for non-tech-based disruption.

• Prioritize Low-Resource Interventions: Social and reputational attacks cost less but yield significant behavioral change.

Why This Matters

Cybersecurity and national security increasingly overlap. Understanding illicit cyber economies like darknet marketplaces is essential to proactive governance. This typology equips leaders with a framework to target and disrupt risk avoidance strategies where it matters most: offender psychology and operations.

About the Author

Dr. Obi Ogbanufe is a researcher and consultant with expertise in AI governance, cybersecurity risk, and digital threat mitigation. Her work translates complex research into practical strategies for organizations navigating the intersection of security, ethics, and resilience.