In today's ever-evolving digital landscape, fraudsters persistently seek to exploit vulnerabilities and compromise sensitive information. As technology progresses, so too do our strategies for detection and prevention evolve. A comprehensive approach is crucial to minimize the effects of fraud. One key pillar is the adoption of advanced analytics