Identity fraud is a ongoing threat that continues to shift, presenting new and complex challenges for individuals and organizations. Cybercriminals are constantly leveraging emerging technologies and strategies to violate sensitive personal information. One significant trend is the increasing use of AI for fabricating forged identities. AI-powered