US Patent 10460382 Fraud reduction system for transactions

A system, apparatus, and method for reducing fraud in payment or other transactions by providing issuers with a warning that a transaction being processed for authorization is potentially fraudulent. In some embodiments, the present invention processes data obtained from a consumer authentication process that is used in card not present (CNP) transactions to determine characteristics or indicia of fraud from previous transactions. The characteristics or indicia of fraud can be used to generate a set of fraud detection rules or another form of fraud assessment model. A proposed transaction can then be evaluated for potential fraud using the fraud assessment model.