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