The proliferation of sophisticated deepfakes presents a growing threat to credibility across various sectors, from politics to the arts. Novel AI identification technologies are rapidly being implemented to address this challenge, aiming to separate real content from fabricated creations. These systems often utilize complex algorithms to examine su