Identity fraud is a ongoing menace that continues to transform, presenting new and complex challenges for individuals and businesses. Cybercriminals are regularly exploiting emerging technologies and strategies to breach sensitive personal information. One striking trend is the growing use of AI for creating forged identities. AI-powered systems c