PODCAST: Defend against Parameter Efficient Fine Tuning attacks on Known Datasets. ADD-GP, a novel framework designed to enhance audio deepfake detection, particularly in few-shot learning scenarios where limited data is available for new Text-to-Speech (TTS) models. The authors highlight the increasing challenge of detecting deepfakes from unseen or evolving TTS technologies due to their rapid advancements and malicious applications, such … Continue reading Deepfake Detection Adaptation with Gaussian Processes