Identity fraud is a chronic challenge that continues to shift, presenting new and complex challenges for individuals and organizations. Cybercriminals are frequently exploiting emerging technologies and trends to breach sensitive personal information. One significant trend is the escalating use of AI for generating synthetic identities. AI-powered