Identity fraud is a ongoing menace that continues to shift, presenting new and sophisticated challenges for individuals and organizations. Cybercriminals are regularly utilizing emerging technologies and strategies to breach sensitive personal information. One notable trend is the escalating use of AI for generating synthetic identities. AI-powere