The swift proliferation of AI-generated visuals – often termed "deepfakes" – presents a major challenge to trust in digital information. Recent news detail ever more sophisticated techniques allowing deceptive actors to fabricate seemingly real depictions of persons, incidents, and areas. This phenomenon has sparked a worldwide discussion surro