In today's dynamic digital landscape, fraudsters continuously seek to exploit vulnerabilities and misappropriate sensitive information. As technology progresses, so too must our strategies for detection and prevention transform. A comprehensive approach is crucial to minimize the consequences of fraud. One key pillar is the utilization of advanced