Improving Video Deepfake Detection A DCTBased Approach withAI-generated videos have become increasingly common in recent years, particularly in the realm of famous personalities. With the advancement of artificial intelligence, synthesize video has gained attention and sparked discussion. The allure of watching a famous personality in a computer-generated clip is undeniable, but it also raises concerns about security. While synthetic videos
can be entertaining and amusing, it is important to be aware of the potential exploitation of such technology. Celebrities and public figures should be watchful in protecting their image and raising awareness among their fans about the existence of deepfake videos and the importance to differentiate authentic content from manipulated ones.