The proliferation of deepfakes poses a significant risk to our world, confusing the lines between reality and fantasy. To combat this growing menace, researchers are developing sophisticated deepfake detection software that can identify these forged media with increasing accuracy. These advanced tools leverage artificial intelligence to analyze sub