Generalizable Deepfake Detection via Frequency-Domain Enhancement and Feature Disentanglement
A generalizable deepfake detection framework that combines frequency-domain enhancement with feature disentanglement to encourage effective feature disentanglement and improve the discriminability of the learned forgery features is proposed.