Identity fraud is a chronic threat that continues to shift, presenting new and devious challenges for individuals and institutions. Cybercriminals are regularly leveraging emerging technologies and trends to compromise sensitive personal information. One significant trend is the growing use of artificial intelligence for fabricating forged identit