Identity fraud is a chronic menace that continues to shift, presenting new and complex challenges for individuals and businesses. Cybercriminals are regularly leveraging emerging technologies and trends to violate sensitive personal information. One striking trend is the increasing use of machine learning for fabricating forged identities. AI-powe