Deepfakes, fabricated media generated using sophisticated AI algorithms, pose a serious threat to authenticity. These manipulated videos and images can be used for nefarious purposes, such as fabricating evidence. To combat this persistent danger, researchers are developing deepfake detection software. This groundbreaking technology utilizes AI alg