The swift proliferation of AI-generated images – often termed "deepfakes" – presents a serious challenge to credibility in online information. Breaking reports detail ever more sophisticated methods allowing harmful actors to produce seemingly authentic depictions of individuals, events, and areas. This occurrence has fueled a worldwide debate