AdaptPrompt: Parameter-Efficient Adaptation of VLMs for Generalizable Deepfake Detection

Yichen Jiang, Mohammed Talha Alam, Sohail Ahmed Khan +2

Detectors of AI-generated images tend to inherit the biases of the data they are trained on: models fitted to GAN imagery learn to treat GAN-specific artifacts as the very definiti…