Deepfake technology, with its ability to seamlessly generate realistic video and audio content, poses a serious threat to our belief. Detecting these fabricated media has become increasingly crucial. Thankfully, researchers are developing sophisticated tools designed specifically to identify deepfakes. These analysis systems leverage computer visio