In today's volatile digital landscape, fraudsters relentlessly seek to exploit vulnerabilities and manipulate sensitive information. As technology develops, so too do our strategies for detection and prevention evolve. A comprehensive approach is crucial to mitigate the effects of fraud. One key strategy is the implementation of advanced analytics