In today's volatile digital landscape, fraudsters continuously seek to exploit vulnerabilities and compromise sensitive information. As technology advances, so too should our strategies for detection and prevention transform. A comprehensive approach is crucial to mitigate the effects of fraud. One key strategy is the adoption of advanced analytic