The proliferation of sophisticated deepfakes presents a significant threat to credibility across various sectors, from politics to media. Novel artificial intelligence analysis technologies are rapidly being developed to counteract this challenge, aiming to separate genuine content from artificial creations. These systems often utilize advanced alg