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Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models

4 December 2024

Papers citing "Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models"

39 / 39 papers shown

Title
Security Benefits and Side Effects of Labeling AI-Generated Images Sandra Höltervennhoff Jonas Ricker Maike M. Raphael Charlotte Schwedes Rebecca Weil Asja Fischer Thorsten Holz Lea Schonherr Sascha Fahl 62 0 0 28 May 2025
SEAL: Semantic Aware Image Watermarking Kasra Arabi R. Teal Witter Chinmay Hegde Niv Cohen WIGM AAML 170 0 0 15 Mar 2025
Towards A Correct Usage of Cryptography in Semantic Watermarks for Diffusion Models Jonas Thietke Andreas Müller Denis Lukovnikov Asja Fischer Erwin Quiring 117 1 0 14 Mar 2025
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 145 15 0 24 Oct 2024
An Undetectable Watermark for Generative Image Models Sam Gunn Xuandong Zhao Dawn Song WIGM 142 20 0 09 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 118 7 0 07 Oct 2024
Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks Vitaliy Kinakh Brian Pulfer Yury Belousov Pierre Fernandez Teddy Furon Slava Voloshynovskiy 81 2 0 26 Sep 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 97 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 68 15 0 12 Jun 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 96 21 0 18 May 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 115 39 0 22 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 114 56 0 07 Apr 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 153 50 0 16 Jan 2024
CommonCanvas: An Open Diffusion Model Trained with Creative-Commons Images Aaron Gokaslan A. Feder Cooper Jasmine Collins Landan Seguin Austin Jacobson Mihir Patel Jonathan Frankle Cory Stephenson Volodymyr Kuleshov DiffM 92 18 0 25 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 127 460 0 30 Sep 2023
Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks Mehrdad Saberi Vinu Sankar Sadasivan Keivan Rezaei Aounon Kumar Atoosa Malemir Chegini Wenxiao Wang Soheil Feizi WIGM AAML 102 47 0 29 Sep 2023
Leveraging Optimization for Adaptive Attacks on Image Watermarks Nils Lukas Abdulrahman Diaa L. Fenaux Florian Kerschbaum AAML WIGM 105 27 0 29 Sep 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 418 2,462 0 04 Jul 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 Wang Lei Li WIGM 138 63 0 02 Jun 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 135 198 0 27 Mar 2023
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models Wenliang Zhao Lujia Bai Yongming Rao Jie Zhou Jiwen Lu DiffM 152 227 0 09 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 198 2,441 0 19 Dec 2022
Null-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady Amir Hertz Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 124 537 0 17 Nov 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 380 1,475 0 02 Jun 2022
Fast Sampling of Diffusion Models with Exponential Integrator Qinsheng Zhang Yongxin Chen DiffM 114 439 0 29 Apr 2022
Pseudo Numerical Methods for Diffusion Models on Manifolds Luping Liu Yi Ren Zhijie Lin Zhou Zhao DiffM 179 658 0 20 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 640 15,868 0 20 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 131 562 0 15 Dec 2021
Watermark Faker: Towards Forgery of Digital Image Watermarking Ruowei Wang C. Lin Qijun Zhao Feiyu Zhu WIGM AAML 75 15 0 23 Mar 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 585 6,609 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 355 7,541 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.1K 18,551 0 19 Jun 2020
Robust Invisible Video Watermarking with Attention Ke-Yue Zhang Lei Xu Alfredo Cuesta-Infante K. Veeramachaneni WIGM 87 120 0 03 Sep 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 286 3,973 0 12 Jul 2019
StegaStamp: Invisible Hyperlinks in Physical Photographs Matthew Tancik B. Mildenhall Ren Ng WIGM 123 378 0 10 Apr 2019
HiDDeN: Hiding Data With Deep Networks Jiren Zhu Russell Kaplan Justin Johnson Li Fei-Fei WIGM 82 759 0 26 Jul 2018
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 538 7,057 0 12 Mar 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.8K 39,734 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 507 44,016 0 01 May 2014