Fraud committed by the actual account holder using their own identity (or a manipulated version of it) to deceive a financial institution. Unlike third-party fraud, where a stolen identity is used, first-party fraud involves intentional misrepresentation by the individual themselves—such as providing false income information on a loan application, taking out credit with no intention of repaying, or filing false insurance claims.