In an era defined by connectivity, the line between reality and fabrication has become increasingly blurred. The rise of deepfakes, synthetic media indistinguishable from genuine footage, presents a chilling threat to our collective understanding of truth. These meticulously crafted deceptions can be used to spread misinformation, undermining trust