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 essential to minimize the effects of fraud. One key pillar is the implementation of advanced