In today's volatile digital landscape, fraudsters relentlessly seek to exploit vulnerabilities and misappropriate sensitive information. As technology progresses, so too should our strategies for detection and prevention adapt. A comprehensive approach is vital to reduce the effects of fraud. One key pillar is the utilization of advanced analytics