The Four-Layer Framework for Detecting Synthetic Identity Fraud

Synthetic identity fraud doesn't look like fraud at first. That's the point. A synthetic identity — built from a combination of real data fragments and invented details, typically behaves exactly like a legitimate customer for months, sometimes years, before the fraud is executed. It pays on time. It builds a history. It does everything right, right up until the moment it doesn't.