They miss the enabling infrastructure that makes the fraud durable. Wallet tracing shows movement, but it does not fully explain who controls the websites, payment relationships, or administrative accounts behind the operation. Without OSINT and entity resolution, investigators can identify the flow while leaving the operational network intact.
Why This Matters for Security Teams
Transaction tracing is valuable, but it only answers part of the investigative question. Fraud operations usually depend on an ecosystem of websites, payment processors, support inboxes, admin panels, and automation accounts that keep the scheme running after one wallet or account is identified. That means the real risk is not just fund movement, but the durable infrastructure that enables repeated abuse, re-registration, and rapid replacement of exposed assets.
This is where identity and access governance become decisive. The NHI Management Group notes in the Ultimate Guide to NHIs that 80% of identity breaches involved compromised non-human identities such as service accounts and API keys, which is a useful reminder that operational control often sits behind the visible transaction trail. Investigators also need evidence handling, logging, and access control discipline consistent with NIST SP 800-53 Rev 5 Security and Privacy Controls, especially where attribution depends on admin access, hosting accounts, or registrar records.
In practice, many security teams encounter the same fraud pattern again after the visible wallet has already been frozen, because the operating accounts and supporting infrastructure were never mapped or contained.
How It Works in Practice
Effective investigations combine blockchain tracing with OSINT, infrastructure analysis, and entity resolution. Wallet activity can show where value moved, but it rarely identifies who registered the domains, which payment accounts were used, or whether the same operator controls multiple aliases, storefronts, or messaging handles. The investigative goal is to connect technical artefacts to a coherent actor or network, not to stop at a single transfer path.
A practical workflow usually starts with transaction tracing, then expands into records that expose operational control: domain WHOIS history, hosting relationships, certificate transparency logs, reused email addresses, payment processor identifiers, and administrative usernames. Those artefacts are then resolved into entities and clusters so investigators can distinguish a one-off address from a repeatable fraud infrastructure. This is where NHI governance matters as well, because a fraud ring may rely on long-lived API keys, admin service accounts, or automation credentials to keep changing storefronts and moving funds. The Ultimate Guide to NHIs is relevant here because it highlights how rarely organisations maintain full visibility into service accounts and credential lifecycle, which is exactly the kind of blind spot investigators encounter in compromised environments.
- Trace funds, then map the supporting digital infrastructure behind each address or payment path.
- Correlate domains, hosting, certificates, inboxes, and admin accounts to the same operator or cluster.
- Validate findings against logs and access records so attribution does not rest on a single artefact.
- Preserve chain of custody and document entity links to support legal or internal action.
For control mapping, investigators should align evidence collection and logging to NIST Cybersecurity Framework principles and the evidence retention expectations in NIST SP 800-53 Rev 5 Security and Privacy Controls. These controls tend to break down when investigators only have blockchain analytics access but no visibility into registrar, hosting, or payment-platform records, because the operational identity layer is outside the trace.
Common Variations and Edge Cases
Tighter tracing often increases investigative cost and time, requiring teams to balance speed against the completeness needed for attribution. That tradeoff becomes sharper when the fraud spans jurisdictions, uses privacy-protected registration data, or relies on rotating infrastructure that changes faster than the case workflow.
There is no universal standard for entity resolution in fraud investigations yet, so current guidance suggests treating it as a corroboration problem rather than a purely technical lookup. A wallet may be linked to a domain, but that does not prove control unless additional evidence ties the same operator to hosting, payments, chat channels, or administrative access. The reverse is also true: a shared vendor or proxy can create false clustering if investigators over-read a single infrastructure dependency.
Edge cases also appear in mixed environments where fraud tooling overlaps with legitimate automation. A marketplace, fintech platform, or SaaS business may share payment rails, cloud providers, or support tooling with the suspected operation, which can obscure the boundary between normal business activity and abuse. In those cases, investigators should use the NHIMG perspective on NHI exposure and credential governance from the Ultimate Guide to NHIs alongside strict access logging and control review from NIST SP 800-53 Rev 5 Security and Privacy Controls.
Standards & Framework Alignment
This section maps relevant standards and security frameworks to the operational risks and controls described in this guidance.
NIST CSF 2.0 and NIST SP 800-53 Rev 5 set the governance and control requirements practitioners need to meet.
| Framework | Control / Reference | Relevance |
|---|---|---|
| NIST CSF 2.0 | ID.AM-1 | Asset and dependency visibility is needed to map the fraud infrastructure behind transactions. |
| NIST SP 800-53 Rev 5 | AU-6 | Log review is essential to prove who controlled admin and payment systems. |
Inventory supporting systems, accounts, and relationships before concluding attribution from wallet activity.
Related resources from NHI Mgmt Group
- What do investigators get wrong about crypto transaction tracing in politically directed networks?
- What breaks when cloud security tools only focus on scan-time posture?
- What breaks when insider threat programmes focus only on employee behaviour?
- What breaks when one person can create and approve the same financial transaction?
Deepen Your Knowledge
Reviewed and updated by the NHIMG editorial team on July 10, 2026.
NHI Mgmt Group — the #1 independent authority on Non-Human Identity, IAM, and Agentic AI security. nhimg.org