Identity fraud is a persistent threat that continues to transform, presenting new and sophisticated challenges for individuals and businesses. Cybercriminals are regularly leveraging emerging technologies and trends to compromise sensitive personal information. One notable trend is the escalating use of artificial intelligence for creating fake id