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Improving Video Deepfake Detection A DCTBased Approach withSynthetic videos have become increasingly widespread in recent years, particularly in the realm of celebrities. With the advancement of artificial intelligence, AI-generated video has gained attention and sparked discussion. The allure of watching a famous personality in a deepfake clip is undeniable, but it also raises concerns about privacy. While deepfake footage can be entertaining and enjoyable, it is important to be aware of the conceivable misuse of such technology. Celebrities and public figures should be vigilant in protecting their image and raising awareness among their
fans about the ramifications of synthetic clips and the need to distinguish authentic content from manipulated ones.