Identity fraud is a ongoing menace that continues to evolve, presenting new and devious challenges for individuals and organizations. Cybercriminals are constantly leveraging emerging technologies and patterns to violate sensitive personal information. One notable trend is the increasing use of AI for creating fake identities. AI-powered platforms