Identity fraud is a ongoing threat that continues to shift, presenting new and complex challenges for individuals and organizations. Cybercriminals are regularly utilizing emerging technologies and strategies to compromise sensitive personal information. One striking trend is the increasing use of artificial intelligence for creating synthetic ide