The rapid proliferation of AI-generated images – often termed "deepfakes" – presents a serious challenge to credibility in online information. Recent news detail increasingly sophisticated methods allowing harmful actors to create seemingly authentic depictions of individuals, events, and areas. This phenomenon has sparked a global conversation