LADDER: Landmark-Only Lip-Sync Deepfake Detection Across Generators and Languages

Hao Chen, Junnan Xu

We propose LADDER, a lip-sync deepfake detector that uses only the trajectories of 64 lip landmarks. It needs no pixels and no audio. We find two problems that make such a detector…