Preprint Open access
TRACE: Trajectory Representation and Consistency Estimation for AI-Generated Video Detection
Recent advances in generative video models have enabled the synthesis of visually realistic content, posing significant challenges to synthetic video detection. Existing detectors often rely on appearance artifacts, semantic inconsistencies, and temporal patterns that may be generator-specific, limitating generalizatio …