The Role of Machine Learning in Preventing Synthetic Identity Fraud
A new customer signs up for a credit card using what appears to be a clean profile. The application passes basic checks. Payments are made on time for a few months, building trust. Then suddenly, the account maxes out and disappears. No clear individual to trace, no obvious red flags early on. This is the growing problem of Synthetic Identity…
