In the evolving landscape of digital transactions, most payment fraud prevention strategies are based on digital identity authentication. They are designed to provide a certain level of confidence that the individual behind each transaction really is who she claims to be. Once authenticated, authorized individuals will be approved to use digital payment mechanisms and complete their transactions. Most payment fraud prevention products collect data to reach that goal, including user personal attributes, device data, username and password, payment details, biometric markers, and more.