Identity fraud is a persistent challenge that continues to shift, presenting new and devious challenges for individuals and organizations. Cybercriminals are regularly exploiting emerging technologies and strategies to violate sensitive personal information. One significant trend is the escalating use of AI for generating forged identities. AI-pow