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