SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders 事件

SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders arXiv:2606.08634v1 Announce Type: new Abstract: The rapid advancement of generative models has blurred the boundary between synthetic and real imagery, creating an urgent need for reliable deepfake detection. Yet most existing approaches rely on massive real--fake datasets, which are increasingly difficult to maintain as new generators continue to emerge. In this work, we investigate how much information about imag