Preprint Open access
CCDF: A Benchmark Dataset for Deepfake Detection in Real-World Surveillance Footage
Due to rapid advances in Generative AI, commercial video generation tools can be used to produce fabricated surveillance footage that can fool both human viewers and automated synthetic video detectors. Since these tools are so widely accessible, a malicious user can create a harmful video clip at minimal cost. The pro …