Identity fraud is a ongoing threat that continues to evolve, presenting new and devious challenges for individuals and institutions. Cybercriminals are constantly utilizing emerging technologies and patterns to breach sensitive personal information. One striking trend is the increasing use of machine learning for creating fake identities. AI-power