In today's ever-evolving digital landscape, fraudsters continuously seek to exploit vulnerabilities and manipulate sensitive information. As technology develops, so too should our strategies for detection and prevention adapt. A comprehensive approach is crucial to reduce the effects of fraud. One key strategy is the adoption of advanced analytics