Improving Video Deepfake Detection A DCTBased Approach withSynthetic videos have become increasingly common in recent years, particularly in
the realm of famous personalities. With the advancement of machine learning, deepfake content has gained public interest and sparked debate. The allure of watching a famous personality in a synthetic clip is undeniable, but it also raises concerns about security. While AI-generated videos
can be entertaining and amusing, it is important to be aware of
the possible manipulation of such technology. Celebrities and public figures should be vigilant in protecting their image and raising awareness among their fans about the existence of synthetic videos and the need to identify authentic content from manipulated ones.