Identity fraud is a chronic challenge that continues to shift, presenting new and complex challenges for individuals and organizations. Cybercriminals are regularly exploiting emerging technologies and trends to compromise sensitive personal information. One notable trend is the growing use of artificial intelligence for generating fake identities