The rapid proliferation of AI-generated visuals – often termed "deepfakes" – presents a significant problem to trust in online information. Breaking stories detail ever more sophisticated techniques allowing malicious actors to create seemingly genuine depictions of individuals, events, and locations. This phenomenon has fueled a international