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A Shared Look: Detecting Deepfakes with Inter-Subject Neural Synchrony

The rapid evolution of generative AI presents a significant challenge for Deepfake detection. While most research focuses on face-swapping, the emerging threat of "image-to-video" (I2V) forgeries is harder to detect and poses a greater risk. Traditional computer vision detectors rely on transient digital artifacts, wh…