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 / 139 papers shown

Title
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 3 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 58 3 0 07 Oct 2024
Fake It Until You Break It: On the Adversarial Robustness of AI-generated Image Detectors Sina Mavali Jonas Ricker David Pape Yash Sharma Asja Fischer Lea Schönherr AAML 39 3 0 02 Oct 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 28 0 0 26 Sep 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 42 1 0 24 Sep 2024
Adversarial Watermarking for Face Recognition Yuguang Yao Anil K. Jain Sijia Liu AAML 37 0 0 24 Sep 2024
Log-normal Mutations and their Use in Detecting Surreptitious Fake Images Ismail Labiad Thomas Bäck Pierre Fernandez Laurent Najman Tom Sander Furong Ye M. Zameshina Olivier Teytaud AAML 36 0 0 23 Sep 2024
Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending Yongyang Pan Xiaohong Liu Siqi Luo Yi Xin Xiao Guo Xiaoming Liu Xiongkuo Min Guangtao Zhai DiffM WIGM 26 4 0 17 Sep 2024
Watermarking Techniques for Large Language Models: A Survey Yuqing Liang Jiancheng Xiao Wensheng Gan Philip S. Yu OffRL 32 3 0 26 Aug 2024
Are CLIP features all you need for Universal Synthetic Image Origin Attribution? Dario Cioni Christos Tzelepis Lorenzo Seidenari Ioannis Patras 43 2 0 17 Aug 2024
METR: Image Watermarking with Large Number of Unique Messages Alexander Varlamov Daria Diatlova Egor Spirin WIGM 27 0 0 15 Aug 2024
LaWa: Using Latent Space for In-Generation Image Watermarking Ahmad Rezaei Mohammad Akbari Saeed Ranjbar Alvar Arezou Fatemi Yong Zhang WIGM 51 13 0 11 Aug 2024
Robustness of Watermarking on Text-to-Image Diffusion Models Xiaodong Wu Xiangman Li Jianbing Ni AAML WIGM 48 0 0 04 Aug 2024
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting Sijie Zhao Hao Chen Xue-liang Zhang Pengfeng Xiao Lei Bai Wanli Ouyang DiffM 40 0 0 17 Jul 2024
Protecting NeRFs' Copyright via Plug-And-Play Watermarking Base Model Qi Song Ziyuan Luo Ka Chun Cheung Simon See Renjie Wan 28 11 0 10 Jul 2024
Certifiably Robust Image Watermark Zhengyuan Jiang Moyang Guo Yuepeng Hu Jinyuan Jia Neil Zhenqiang Gong WIGM AAML 44 5 0 04 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 27 12 0 01 Jul 2024
A Fingerprint for Large Language Models Zhiguang Yang Hanzhou Wu 47 9 0 01 Jul 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 43 7 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
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 44 3 0 06 Jun 2024
R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model Changhoon Kim Kyle Min Yezhou Yang 42 21 0 25 May 2024
GS-Hider: Hiding Messages into 3D Gaussian Splatting Xuanyu Zhang Jiarui Meng Runyi Li Zhipei Xu Yongbing Zhang Jian Zhang 40 12 0 24 May 2024
Watermarking Generative Tabular Data Hengzhi He Peiyu Yu Junpeng Ren Ying Nian Wu Guang Cheng 59 4 0 22 May 2024
How to Trace Latent Generative Model Generated Images without Artificial Watermark? Zhenting Wang Vikash Sehwag Chen Chen Lingjuan Lyu Dimitris N. Metaxas Shiqing Ma WIGM 38 5 0 22 May 2024
Securing the Future of GenAI: Policy and Technology Mihai Christodorescu Craven S. Feizi Neil Zhenqiang Gong Mia Hoffmann ... Jessica Newman Emelia Probasco Yanjun Qi Khawaja Shams Turek SILM 52 3 0 21 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 34 18 0 18 May 2024
Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation Yuchen Wang Xin-Shan Zhu Guanhui Ye Shiyao Zhang Xuetao Wei AAML 27 0 0 14 May 2024
Stable Signature is Unstable: Removing Image Watermark from Diffusion Models Yuepeng Hu Zhengyuan Jiang Moyang Guo Neil Zhenqiang Gong WIGM 43 5 0 12 May 2024
WateRF: Robust Watermarks in Radiance Fields for Protection of Copyrights Youngdong Jang Dong In Lee MinHyuk Jang Jong Wook Kim Feng Yang Sangpil Kim 34 14 0 03 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 36 1 0 01 May 2024
Hide and Seek: How Does Watermarking Impact Face Recognition? Yuguang Yao Steven Grosz Sijia Liu Anil K. Jain 46 1 0 29 Apr 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 40 4 0 21 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 34 13 0 15 Apr 2024
Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models Zijin Yang Kai Zeng Kejiang Chen Han Fang Weiming Zhang Neng H. Yu DiffM WIGM 31 41 0 07 Apr 2024
Finding needles in a haystack: A Black-Box Approach to Invisible Watermark Detection Minzhou Pan Zhengting Wang Xin Dong Vikash Sehwag Lingjuan Lyu Xue Lin 40 3 0 23 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 63 13 0 14 Mar 2024
Investigating Deep Watermark Security: An Adversarial Transferability Perspective Biqing Qi Junqi Gao Yiang Luo Jianxing Liu Ligang Wu Bowen Zhou AAML 31 3 0 26 Feb 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Qiongkai Xu Wei Lu WIGM 26 1 0 23 Feb 2024
Copyleft for Alleviating AIGC Copyright Dilemma: What-if Analysis, Public Perception and Implications Xinwei Guo Yujun Li Yafeng Peng Xuetao Wei 30 2 0 19 Feb 2024
Assessing the Efficacy of Invisible Watermarks in AI-Generated Medical Images Xiaodan Xing Huiyu Zhou Yingying Fang Guang Yang MedIm 39 2 0 05 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 31 32 0 04 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 30 31 0 31 Jan 2024
Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman Pierre Fernandez Alexandre Défossez Teddy Furon Tuan Tran Hady ElSahar 53 41 0 30 Jan 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees Xun Xian Ganghua Wang Xuan Bi Jayanth Srinivasa Ashish Kundu Mingyi Hong Jie Ding WIGM 32 4 0 23 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
WAVES: Benchmarking the Robustness of Image Watermarks Bang An Mucong Ding Tahseen Rabbani Aakriti Agrawal Yuancheng Xu ... Sicheng Zhu Abdirisak Mohamed Yuxin Wen Tom Goldstein Furong Huang 33 40 0 16 Jan 2024