Krzysztof Rojek

SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation

We propose SERUM: an intriguingly simple yet highly effective method for marking images generated by diffusion models (DMs). We only add a unique watermark noise to the initial diffusion generation noise and train a lightweight detector to identify watermarked images, simplifying and unifying the st…