49 citations · 93 across the 28 of their papers we have counts for
31 papers
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…
Three Bricks to Consolidate Watermarks for Large Language Models
Pierre Fernandez, Antoine Chaffin, Karim Tit +2
The task of discerning between generated and natural texts is increasingly challenging. In this context, watermarking emerges as a promising technique for ascribing generated text…
How to choose your best allies for a transferable attack?
Thibault Maho, Seyed-Mohsen Moosavi-Dezfooli, Teddy Furon
The transferability of adversarial examples is a key issue in the security of deep neural networks. The possibility of an adversarial example crafted for a source model fooling ano…
The Stable Signature: Rooting Watermarks in Latent Diffusion Models
Pierre Fernandez, Guillaume Couairon, Hervé Jégou +2
Generative image modeling enables a wide range of applications but raises ethical concerns about responsible deployment. This paper introduces an active strategy combining image wa…
Mixer: DNN Watermarking using Image Mixup
Kassem Kallas, Teddy Furon
It is crucial to protect the intellectual property rights of DNN models prior to their deployment. The DNN should perform two main tasks: its primary task and watermarking task. Th…
Active Image Indexing
Pierre Fernandez, Matthijs Douze, Hervé Jégou +1
Image copy detection and retrieval from large databases leverage two components. First, a neural network maps an image to a vector representation, that is relatively robust to vari…