4 papers
Guidance Watermarking for Diffusion Models
Enoal Gesny, Eva Giboulot, Teddy Furon +1
This paper introduces a novel watermarking method for diffusion models. It is based on guiding the diffusion process using the gradient computed from any off-the-shelf watermark de…
Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
Gautier Evennou, Antoine Chaffin, Vivien Chappelier +1
The rise of the generative models quality during the past years enabled the generation of edited variations of images at an important scale. To counter the harmful effects of such…
SWIFT: Semantic Watermarking for Image Forgery Thwarting
Gautier Evennou, Vivien Chappelier, Ewa Kijak +1
This paper proposes a novel approach towards image authentication and tampering detection by using watermarking as a communication channel for semantic information. We modify the H…
Fast, Secure, and High-Capacity Image Watermarking with Autoencoded Text Vectors
Gautier Evennou, Vivien Chappelier, Ewa Kijak
Most image watermarking systems focus on robustness, capacity, and imperceptibility while treating the embedded payload as meaningless bits. This bit-centric view imposes a hard ce…