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"

39 / 139 papers shown

Title
Audiobox: Unified Audio Generation with Natural Language Prompts Apoorv Vyas Bowen Shi Matt Le Andros Tjandra Yi-Chiao Wu ... Chris Summers Carleigh Wood Joshua Lane Mary Williamson Wei-Ning Hsu 55 76 0 25 Dec 2023
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Zhang WIGM 39 45 0 12 Dec 2023
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations Maitreya Patel Changhoon Kim Sheng Cheng Chitta Baral Yezhou Yang VLM 27 19 0 07 Dec 2023
Stable Messenger: Steganography for Message-Concealed Image Generation Quang H. Nguyen Truong Vu Cuong Pham Anh Tran Khoi Duc Minh Nguyen 19 2 0 03 Dec 2023
Tokenized Model: A Blockchain-Empowered Decentralized Model Ownership Verification Platform Yihao Li Yanyi Lai Tianchi Liao Chuan Chen Zibin Zheng 30 2 0 27 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 143 54 0 07 Nov 2023
Wide Flat Minimum Watermarking for Robust Ownership Verification of GANs Jianwei Fei Zhihua Xia B. Tondi Mauro Barni AAML 23 4 0 25 Oct 2023
Functional Invariants to Watermark Large Transformers Pierre Fernandez Guillaume Couairon Teddy Furon Matthijs Douze 19 8 0 17 Oct 2023
CopyScope: Model-level Copyright Infringement Quantification in the Diffusion Workflow Junlei Zhou Jiashi Gao Ziwei Wang Xuetao Wei 23 2 0 13 Oct 2023
Leveraging Optimization for Adaptive Attacks on Image Watermarks Nils Lukas Abdulrahman Diaa L. Fenaux Florian Kerschbaum WIGM 22 24 0 29 Sep 2023
Warfare:Breaking the Watermark Protection of AI-Generated Content Guanlin Li Yifei Chen Jie Zhang Shangwei Guo Shangwei Guo Tianwei Zhang Jiwei Li Tianwei Zhang WIGM 60 3 0 27 Sep 2023
Security and Privacy on Generative Data in AIGC: A Survey Tao Wang Yushu Zhang Shuren Qi Ruoyu Zhao Zhihua Xia Jian Weng 59 44 0 18 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking Weitao Feng Jiyan He Jie Zhang Tianwei Zhang Wenbo Zhou Weiming Zhang Neng H. Yu WIGM 37 10 0 12 Sep 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams D. Song Ankur Taly Diyi Yang SILM 37 93 0 28 Aug 2023
Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs Luke Ditria Tom Drummond WIGM 23 2 0 22 Aug 2023
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models Kiyoon Yoo Wonhyuk Ahn Nojun Kwak WaLM 30 17 0 01 Aug 2023
SAKSHI: Decentralized AI Platforms S. Bhat Canhui Chen Zerui Cheng Zhixuan Fang Ashwin Hebbar ... Ranvir Rana Peiyao Sheng Himanshu Tyagi Pramod Viswanath Xuechao Wang 19 4 0 31 Jul 2023
Three Bricks to Consolidate Watermarks for Large Language Models Pierre Fernandez Antoine Chaffin Karim Tit Vivien Chappelier Teddy Furon WaLM 19 47 0 26 Jul 2023
Self-Consuming Generative Models Go MAD Sina Alemohammad Josue Casco-Rodriguez Lorenzo Luzi Ahmed Imtiaz Humayun Hossein Babaei Daniel LeJeune Ali Siahkoohi Richard G. Baraniuk WIGM 21 141 0 04 Jul 2023
Next Steps for Human-Centered Generative AI: A Technical Perspective Xiang Ánthony' Chen Jeff Burke Andrea Colaço Matthew K. Hong Jennifer Jacobs ... Dingzeyu Li Nanyun Peng Karl D. D. Willis Chien-Sheng Wu Bolei Zhou LLMAG 29 33 0 27 Jun 2023
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis Y. Ma Zhengyu Zhao Xinlei He Zheng Li Michael Backes Yang Zhang AAML WIGM 22 21 0 13 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 42 29 0 09 Jun 2023
WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models Changhoon Kim Kyle Min Maitreya Patel Sheng Cheng Yezhou Yang WIGM 26 28 0 07 Jun 2023
Invisible Image Watermarks Are Provably Removable Using Generative AI Xuandong Zhao Kexun Zhang Zihao Su Saastha Vasan Ilya Grishchenko Christopher Kruegel Giovanni Vigna Yu-Xiang Wang Lei Li WIGM 33 50 0 02 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 28 27 0 02 Jun 2023
Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust Yuxin Wen John Kirchenbauer Jonas Geiping Tom Goldstein WIGM 57 102 0 31 May 2023
A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions Yuntao Wang Yanghe Pan Miao Yan Zhou Su Tom H. Luan 30 146 0 25 May 2023
Evading Watermark based Detection of AI-Generated Content Zhengyuan Jiang Jinghuai Zhang Neil Zhenqiang Gong WIGM 29 75 0 05 May 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-man Cheung Min-Bin Lin WIGM 30 115 0 17 Mar 2023
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 136 219 0 01 Nov 2022
Supervised GAN Watermarking for Intellectual Property Protection Jianwei Fei Zhihua Xia B. Tondi Mauro Barni WIGM GAN 142 47 0 07 Sep 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 495 0 01 Feb 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 233 1,355 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,593 0 10 Nov 2021
Fingerprinting Image-to-Image Generative Adversarial Networks Guanlin Li Guowen Xu Han Qiu Shangwei Guo Run Wang Jiwei Li Tianwei Zhang Rongxing Lu WIGM 32 0 0 19 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 362 5,811 0 29 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 306 10,368 0 12 Dec 2018