Identity fraud is a ongoing challenge that continues to evolve, presenting new and devious challenges for individuals and institutions. Cybercriminals are constantly utilizing emerging technologies and strategies to compromise sensitive personal information. One notable trend is the escalating use of AI for generating forged identities. AI-powered