Identity fraud is a persistent threat that continues to shift, presenting new and devious challenges for individuals and businesses. Cybercriminals are frequently exploiting emerging technologies and patterns to violate sensitive personal information. One significant trend is the escalating use of AI for generating forged identities. AI-powered to