Learning as Deepfakes Evolve: RF-Prompt for Continual Audio Deepfake Detection.

arXiv:2609.37586v1 Announce Type: cross Abstract: Continual audio deepfake detection requires learning newly emerging deepfake methods while retaining discrimination of previously encountered speech. Existing dataset-incremental evaluation changes both real-sp