A Generalizable and Explainable Framework for Synthetic Video Detection Using First-Digit Gradient Statistics

AI video generators have not only become harder to detect but are used to generate a diverse set of scenarios from landscapes to street views to animal videos. This creates a problem where CNN-based detectors are effective but offer no insight into their inner workings, while forensics-based detecto