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