Identity fraud is a chronic challenge that continues to transform, presenting new and sophisticated challenges for individuals and organizations. Cybercriminals are regularly exploiting emerging technologies and trends to breach sensitive personal information. One striking trend is the increasing use of machine learning for generating fake identit