How synthetic identity fraud works
The fraudster takes a real identifier, often one belonging to a child or to someone who has died, and attaches invented details to it, with forged documents or a generated face where a check asks for them.
The identity is then given a history. Small accounts are opened and run properly, credit is repaid on time, and limits rise.
The end is a bust-out: every limit is drawn at once and the customer vanishes. Other synthetic customers never borrow, and serve as accounts for moving criminal money.
How onboarding detects a synthetic identity
Each detail can pass on its own. The checks that work look at whether the details belong together:
- Document authenticity and a liveness test, against forged papers and generated faces
- Official or bureau records: does this number belong to this name and date of birth
- The age of the email address, the phone number and the credit file
- Links between applications: shared devices, addresses and numbers
- Behaviour after opening: many credit applications, sudden use of every limit
Why synthetic identity fraud matters to a provider
The loss tends to be booked as a bad debt, since nobody reports a fraud, so its scale stays hidden. A provider that onboarded a person who does not exist has also failed to identify its customer, which is an anti-money laundering failure as well as a credit loss.
The exposure is highest where an account can be opened on data alone, with no document and no face to check.
Synthetic identity fraud or identity theft?
- Identity theft
- A real person's whole identity is used. That person exists, and sooner or later notices and objects.
- First-party fraud
- A real customer, under a true identity, borrows or disputes with no intention of paying.
Where Synthetic identity fraud shows up in a platform
Modules that do the work
- KYC / AMLIdentity checks, screening and ongoing monitoring, with the verification provider you choose.
- Fraud & riskReal-time fraud scoring, limits and case management, with the risk engines you already trust.
- Compliance reportingTransaction monitoring, the Travel Rule and regulatory reports, ready for your regulator.