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