In today's ever-evolving digital landscape, fraudsters continuously seek to exploit vulnerabilities and manipulate sensitive information. As technology progresses, so too must our strategies for detection and prevention transform. A comprehensive approach is essential to mitigate the impact of fraud. One key component is the utilization of advance