The growing proliferation of AI-generated visuals – often termed "deepfakes" – presents a major threat to trust in virtual information. Breaking news detail more sophisticated techniques allowing malicious actors to produce seemingly authentic depictions of people, incidents, and areas. This occurrence has ignited a worldwide debate surrounding