Face Swap

Face swapping, a technique using AI to replace one person's face in a video with another's, presents significant challenges due to its potential for misuse and the difficulty of detection. Current research focuses on developing both proactive defenses, such as embedding imperceptible watermarks or training models to generate detectable traces, and reactive detection methods, often employing deep neural networks to identify inconsistencies in swapped faces. These efforts are crucial for addressing the growing societal concerns surrounding deepfakes and improving the reliability of digital media authenticity, with implications for law enforcement, journalism, and online security.