In today's volatile digital landscape, fraudsters continuously seek to exploit vulnerabilities and manipulate sensitive information. As technology advances, so too must our strategies for detection and prevention adapt. A comprehensive approach is essential to reduce the effects of fraud. One key strategy is the implementation of advanced analytic