Identity fraud is a persistent menace that continues to evolve, presenting new and sophisticated challenges for individuals and organizations. Cybercriminals are frequently utilizing emerging technologies and patterns to breach sensitive personal information. One significant trend is the escalating use of AI for creating fake identities. AI-powere