Identity fraud is a chronic challenge that continues to shift, presenting new and complex challenges for individuals and institutions. Cybercriminals are constantly leveraging emerging technologies and strategies to violate sensitive personal information. One notable trend is the escalating use of AI for generating fake identities. AI-powered syst