Identity fraud is a persistent menace that continues to transform, presenting new and devious challenges for individuals and organizations. Cybercriminals are regularly exploiting emerging technologies and trends to violate sensitive personal information. One striking trend is the growing use of AI for fabricating forged identities. AI-powered too