Identity fraud is a ongoing threat that continues to transform, presenting new and devious challenges for individuals and organizations. Cybercriminals are constantly utilizing emerging technologies and strategies to breach sensitive personal information. One striking trend is the escalating use of AI for fabricating fake identities. AI-powered to