A Recipe for Watermarking Diffusion Models

17 March 2023

Papers citing "A Recipe for Watermarking Diffusion Models"

50 / 90 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
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models Kuofeng Gao Yufei Zhu Yiming Li Jiawang Bai Yong-Liang Yang Z. Li Shu-Tao Xia 41 0 0 05 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
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
WMCopier: Forging Invisible Image Watermarks on Arbitrary Images Ziping Dong Chao Shuai Zhongjie Ba Peng Cheng Zhanyue Qin Qinglong Wang Kui Ren WIGM 48 0 0 28 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
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models Zhenguang Liu Chao Shuai Shaojing Fan Ziping Dong Jinwu Hu Zhongjie Ba Kui Ren WIGM 45 0 0 14 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
Provably Secure Covert Messaging Using Image-based Diffusion Processes L. A. Bauer Wenxuan Bao Vincent Bindschaedler DiffM 56 0 0 13 Mar 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? Yuechen Xie Jie Song Huiqiong Wang Mingli Song 55 0 0 12 Mar 2025
SolidMark: Evaluating Image Memorization in Generative Models Nicky Kriplani Minh Pham Gowthami Somepalli Chinmay Hegde Niv Cohen VLM 39 1 0 01 Mar 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 166 43 0 21 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
Model Synthesis for Zero-Shot Model Attribution Tianyun Yang Juan Cao Danding Wang Chang Xu WIGM 72 4 0 20 Jan 2025
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models Zhixiang Guo Siyuan Liang Aishan Liu Dacheng Tao AAML 76 1 0 02 Dec 2024
Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks Peng Xie Yequan Bie Jianda Mao Yangqiu Song Yang Wang Hao Chen Kani Chen AAML 69 1 0 24 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
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 89 2 0 18 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 4 0 06 Nov 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
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
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
Image Watermarks are Removable Using Controllable Regeneration from Clean Noise Yepeng Liu Yiren Song Hai Ci Yu Zhang Haofan Wang Mike Zheng Shou Yuheng Bu WIGM 56 3 0 07 Oct 2024
Image Copy Detection for Diffusion Models Wenhao Wang Yifan Sun Zhentao Tan Yi Yang 30 1 0 30 Sep 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 39 1 0 24 Sep 2024
Adversarial Watermarking for Face Recognition Yuguang Yao Anil K. Jain Sijia Liu AAML 34 0 0 24 Sep 2024
On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective Aoting Hu Yanzhi Chen Renjie Xie Adrian Weller 38 0 0 10 Sep 2024
LaWa: Using Latent Space for In-Generation Image Watermarking Ahmad Rezaei Mohammad Akbari Saeed Ranjbar Alvar Arezou Fatemi Yong Zhang WIGM 43 13 0 11 Aug 2024
An Improved Method for Personalizing Diffusion Models Yan Zeng Masanori Suganuma Takayuki Okatani DiffM 32 1 0 07 Jul 2024
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting Chenxin Li Hengyu Liu Zhiwen Fan W. J. Li Yifan Liu Panwang Pan Yixuan Yuan 3DGS 23 12 0 01 Jul 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 43 8 0 13 Jun 2024
WMAdapter: Adding WaterMark Control to Latent Diffusion Models Hai Ci Yiren Song Pei Yang Jinheng Xie Mike Zheng Shou WIGM 40 13 0 12 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 40 2 0 24 May 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy Shengfang Zhai Huanran Chen Yinpeng Dong Jiajun Li Qingni Shen Yansong Gao Hang Su Yang Liu EGVM 59 9 0 23 May 2024
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA Weitao Feng Wenbo Zhou Jiyan He Jie Zhang Tianyi Wei Guanlin Li Tianwei Zhang Weiming Zhang Neng H. Yu 26 18 0 18 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 33 1 0 01 May 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 28 30 0 22 Apr 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 32 4 0 21 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 43 3 0 20 Apr 2024
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI Jocelyn Dzuong Zichong Wang Wenbin Zhang 19 9 0 31 Mar 2024
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion Xiaoyu Wu Yang Hua Chumeng Liang Jiaru Zhang Hao Wang Tao Song Haibing Guan 45 5 0 17 Mar 2024
A Watermark-Conditioned Diffusion Model for IP Protection Rui Min Sen Li Hongyang Chen Minhao Cheng WIGM 36 20 0 16 Mar 2024
ProMark: Proactive Diffusion Watermarking for Causal Attribution Vishal Asnani John Collomosse Tu Bui Xiaoming Liu S. Agarwal WIGM DiffM 60 13 0 14 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Qiongkai Xu Wei Lu WIGM 24 1 0 23 Feb 2024
Purifying Large Language Models by Ensembling a Small Language Model Tianlin Li Qian Liu Tianyu Pang Chao Du Qing-Wu Guo Yang Liu Min-Bin Lin 53 16 0 19 Feb 2024