Improving Video Deepfake Detection A DCTBased Approach withAI-generated footage have become increasingly widespread in recent years, particularly in the realm of celebrities. With the advancement of artificial
intelligence, AI-generated content has gained notoriety and sparked discussion. The allure of watching a celebrity in a deepfake video is undeniable, but it also raises concerns about security. While deepfake footage can be entertaining and enjoyable, it is important to be aware of the conceivable exploitation of such technology. Celebrities and public figures should be cautious in protecting their image and raising awareness among their fans about the ramifications of AI-generated footage and the necessity to differentiate authentic content from manipulated ones.