Identity fraud is a chronic challenge that continues to shift, presenting new and sophisticated challenges for individuals and businesses. Cybercriminals are constantly exploiting emerging technologies and strategies to violate sensitive personal information. One striking trend is the growing use of AI for creating synthetic identities. AI-powered