I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models

Original Image Generated video from original image. Guarded Image Generated video from guarded image. Original Image Generated video from original image. Guarded Image Generated video from guarded image. Figure 1 . Results of our I2VGuard. We present original images, guarded images, and their corresponding SVD-generated videos. All results are generated with the same seed. Our method effectively safeguards images from animation in image-to-video generation.