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Improving Video Deepfake Detection A DCTBased Approach withAI-generated clips have become increasingly widespread in recent years, particularly in the realm of stars. With the advancement of technology, synthesize content has gained attention and sparked controversy. The allure of watching a famous personality in a synthetic video is undeniable, but it also raises concerns about privacy. While AI-generated clips can be entertaining and amusing, it is important to be aware of the possible misuse of such technology. Celebrities and public figures should be cautious in protecting their image and educating among their fans about the impact of AI-generated videos and the necessity to identify authentic content from manipulated ones.