Identity fraud is a persistent challenge that continues to evolve, presenting new and devious challenges for individuals and businesses. Cybercriminals are regularly exploiting emerging technologies and trends to violate sensitive personal information. One significant trend is the growing use of AI for fabricating fake identities. AI-powered syste