In today's ever-evolving digital landscape, fraudsters relentlessly seek to exploit vulnerabilities and manipulate sensitive information. As technology develops, so too must our strategies for detection and prevention adapt. A comprehensive approach is crucial to mitigate the effects of fraud. One