The proliferation of deepfakes poses a significant threat to our community, distorting the lines between reality and fantasy. To combat this growing menace, researchers are developing sophisticated deepfake detection software that can identify these artificial media with increasing accuracy. These cutting-edge tools leverage artificial intelligence