The Deepfake Detective: Interpreting Neural Forensics Through Sparse Features and Manifolds

Subramanyam Sahoo, Jared Junkin

Deepfake detection models have achieved high accuracy in identifying synthetic media, but their decision processes remain largely opaque. In this paper we present a mechanistic int…