In an era defined by virtual interaction, 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 sow discord, undermining trust in