Deepfake Generation and Detection in the Era of Digital Media
This research systematically analyzes the generative mechanisms and detection techniques ofDeepfake, evaluating the effectiveness and limitations of mainstream approaches such as frequency domain analysis and physiological signal recognition and proposes forward-looking solutions to address future challenges.