The Stable Signature: Rooting Watermarks in Latent Diffusion Models

27 March 2023

Pierre Fernandez

Papers citing "The Stable Signature: Rooting Watermarks in Latent Diffusion Models"

50 / 138 papers shown

Title
Visual Watermarking in the Era of Diffusion Models: Advances and Challenges Junxian Duan Jiyang Guan Wenkui Yang Ran He WIGM 43 0 0 13 May 2025
VIDSTAMP: A Temporally-Aware Watermark for Ownership and Integrity in Video Diffusion Models Mohammadreza Teymoorianfard Shiqing Ma Amir Houmansadr WIGM 67 0 0 02 May 2025
TriniMark: A Robust Generative Speech Watermarking Method for Trinity-Level Attribution Yue Li Wei Liu Dongdong Lin 44 0 0 29 Apr 2025
Protecting Your Voice: Temporal-aware Robust Watermarking Yue Li Weizhi Liu Dongdong Lin 37 0 0 21 Apr 2025
PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility Keke Gai Ziyue Shen Jiahao Yu Liehuang Zhu Qi Wu WIGM 55 0 0 16 Apr 2025
On-Device Watermarking: A Socio-Technical Imperative For Authenticity In The Age of Generative AI Houssam Kherraz 27 0 0 15 Apr 2025
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion Vinay Shukla Prachee Sharma Ryan A. Rossi Sungchul Kim Tong Yu Aditya Grover WIGM 35 0 0 15 Apr 2025
MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields Yash Kulthe Andrew Gilbert John Collomosse 41 0 0 03 Apr 2025
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities Lele Cao 41 0 0 02 Apr 2025
WMCopier: Forging Invisible Image Watermarks on Arbitrary Images Ziping Dong Chao Shuai Zhongjie Ba Peng Cheng Zhanyue Qin Qinglong Wang Kui Ren WIGM 51 0 0 28 Mar 2025
GS-Marker: Generalizable and Robust Watermarking for 3D Gaussian Splatting Lijiang Li Jinglu Wang Xiang Ming Yan Lu 3DGS 45 0 0 24 Mar 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI Siyuan Cheng Lingjuan Lyu Zhenting Wang Xinming Zhang Vikash Sehwag 45 0 0 24 Mar 2025
Hiding Images in Diffusion Models by Editing Learned Score Functions Haoyu Chen Yunqiao Yang Nan Zhong Kede Ma DiffM 68 0 0 24 Mar 2025
Adoption of Watermarking for Generative AI Systems in Practice and Implications under the new EU AI Act Bram Rijsbosch Gijs van Dijck Konrad Kollnig 46 1 0 23 Mar 2025
Your Text Encoder Can Be An Object-Level Watermarking Controller Naresh Kumar Devulapally Mingzhen Huang Vishal Asnani S. Agarwal Siwei Lyu Vishnu Suresh Lokhande WaLM 181 0 0 15 Mar 2025
SEAL: Semantic Aware Image Watermarking Kasra Arabi R. Teal Witter Chinmay Hegde Niv Cohen WIGM AAML 78 0 0 15 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 63 0 0 14 Mar 2025
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis Chanyoung Kim Dayun Ju Jinyeong Kim Woojung Han Roberto Alcover-Couso Seong Jae Hwang MedIm 60 0 0 11 Mar 2025
SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography X. Zhang Jiarui Meng Zhipei Xu Shuzhou Yang Y. Wu Ronggang Wang Jian Zhang 64 1 0 08 Mar 2025
SolidMark: Evaluating Image Memorization in Generative Models Nicky Kriplani Minh Pham Gowthami Somepalli Chinmay Hegde Niv Cohen VLM 45 1 0 01 Mar 2025
The NeRF Signature: Codebook-Aided Watermarking for Neural Radiance Fields Ziyuan Luo Anderson de Rezende Rocha Boxin Shi Qing Guo Haoliang Li Renjie Wan 49 0 0 26 Feb 2025
Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation Jessica He Stephanie Houde Justin D. Weisz 70 1 0 25 Feb 2025
A Transfer Attack to Image Watermarks Yuepeng Hu Zhengyuan Jiang Moyang Guo Neil Zhenqiang Gong 77 10 0 20 Feb 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 63 0 0 18 Feb 2025
A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models Changhoon Kim Yanjun Qi DiffM 45 1 0 17 Feb 2025
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models Z. Yang Linye Lyu Xuanhang Chang Daojing He Yu Li 41 0 0 14 Feb 2025
X-SG $^2$ S: Safe and Generalizable Gaussian Splatting with X-dimensional Watermarks Z. Cheng Huiping Zhuang Chun Li Xin Meng Ming Li Fei Richard Yu Liqiang Nie 3DGS 58 0 0 13 Feb 2025
SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution Runyi Hu Jingyang Zhang Yiming Li Jiwei Li Qing-Wu Guo Han Qiu Tianwei Zhang WIGM AAML 90 1 0 13 Dec 2024
Video Seal: Open and Efficient Video Watermarking Pierre Fernandez Hady ElSahar I. Zeki Yalniz Alexandre Mourachko VLM 86 5 0 12 Dec 2024
Splats in Splats: Embedding Invisible 3D Watermark within Gaussian Splatting Yijia Guo Wenkai Huang Yang Li Gaolei Li H. Zhang Liwen Hu J. Li Tiejun Huang Lei Ma 3DGS 87 2 0 04 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 177 4 0 04 Dec 2024
AI-generated Image Detection: Passive or Watermark? Moyang Guo Yuepeng Hu Zhengyuan Jiang Zeyu Li Amir Sadovnik Arka Daw Neil Zhenqiang Gong 80 1 0 20 Nov 2024
CDI: Copyrighted Data Identification in Diffusion Models Jan Dubiñski Antoni Kowalczuk Franziska Boenisch Adam Dziedzic 72 1 0 19 Nov 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Jian Liu Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 98 2 0 18 Nov 2024
CLUE-MARK: Watermarking Diffusion Models using CLWE Kareem Shehata Aashish Kolluri P. Saxena DiffM 75 1 0 18 Nov 2024
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 92 2 0 18 Nov 2024
Watermarking Generative Categorical Data Bochao Gu Hengzhi He Guang Cheng WaLM 52 0 0 16 Nov 2024
Watermark Anything with Localized Messages Tom Sander Pierre Fernandez Alain Durmus Teddy Furon Matthijs Douze VLM 42 7 0 11 Nov 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization Huayang Huang Yu Wu Qian Wang DiffM WIGM 51 5 0 06 Nov 2024
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection Jijia Yang Sen Peng Xiaohua Jia WIGM 39 0 0 29 Oct 2024
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models Wenda Li Huijie Zhang Qing Qu WIGM 49 2 0 28 Oct 2024
FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space Yiyang Guo Ruizhe Li Mude Hui Hanzhong Guo Chen Zhang Chuangjian Cai Le Wan Shangfei Wang 19 0 0 28 Oct 2024
FoldMark: Protecting Protein Generative Models with Watermarking Zaixi Zhang Ruofan Jin Kaidi Fu Le Cong Marinka Zitnik Mengdi Wang 26 1 0 27 Oct 2024
An Efficient Watermarking Method for Latent Diffusion Models via Low-Rank Adaptation Dongdong Lin Yue Li B. Tondi Bin Li Mauro Barni WIGM 38 1 0 26 Oct 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 97 10 0 24 Oct 2024
Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models Boheng Li Yanhao Wei Yankai Fu Ziyi Wang Yiming Li Jie Zhang Run Wang Tianwei Zhang DiffM AAML 27 9 0 14 Oct 2024
GUISE: Graph GaUssIan Shading watErmark Renyi Yang 25 0 0 14 Oct 2024
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning Wassim Bouaziz El-Mahdi El-Mhamdi Nicolas Usunier TDI AAML 33 1 0 09 Oct 2024
An Undetectable Watermark for Generative Image Models Sam Gunn Xuandong Zhao Dawn Song WIGM 43 10 0 09 Oct 2024
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffM AAML 33 2 0 08 Oct 2024