Deep fakes are a powerful tool for weaponization, and they have been used to commit cybercrime, social engineering, fraud and disinformation. Deep fakes come in many shapes and sizes, including face swapping, lip syncing and audio-based deep fakes. Low-level detection methods rely on ML models that can identify artifacts or pixellations introduced through the deep…