Watermarking Image Generation Models

WIGM

Dedicated to the study of embedding watermarks into images generated by models to protect intellectual property, ensure authenticity, and track image usage.

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TokenPure: Watermark Removal through Tokenized Appearance and Structural Guidance Pei Yang Yepeng Liu Kelly Peng Yuan Gao Yiren Song WIGM 67 0 0 01 Dec 2025
Robust Image Self-Recovery against Tampering using Watermark Generation with Pixel Shuffling Minyoung Kim Paul Hongsuck Seo WIGM 174 0 0 28 Nov 2025
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach X. Wang Hanchi Sun Wenjun Sun Kejun Xue Wangqiu Zhou ... Wei Sun Dandan Zhu Xiongkuo Min Jun Jia Zhijun Fang WIGM 137 0 0 24 Nov 2025
On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing Yunyi Ni Ziyu Yang Ze Niu Emily Davis Finn Carter WIGM 231 0 0 14 Nov 2025
DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks Yunfei Yang Xiaojun Chen Yuexin Xuan Zhendong Zhao Xin Zhao He Li WIGM 240 0 0 12 Nov 2025
Diffusion-Based Image Editing: An Unforeseen Adversary to Robust Invisible Watermarks Wenkai Fu Finn Carter Y. Wang Emily Davis Bo Zhang WIGM 261 0 0 05 Nov 2025
T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models Jindong Yang Han Fang W. Zhang N. Yu Kejiang Chen DiffM WIGM 172 0 0 25 Oct 2025
Transferable Black-Box One-Shot Forging of Watermarks via Image Preference Models Tomáš Souček Sylvestre-Alvise Rebuffi Pierre Fernandez Nikola Jovanović Hady ElSahar Valeriu Lacatusu Tuan Tran Alexandre Mourachko WIGM AAML 191 0 0 23 Oct 2025
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models Nir Goren Oren Katzir Abhinav Nakarmi Eyal Ronen Mahmood Sharif Or Patashnik WIGM 150 0 0 15 Oct 2025
SynthID-Image: Image watermarking at internet scale Sven Gowal Rudy Bunel Florian Stimberg David Stutz Guillermo Ortiz-Jimenez ... Simon Rosen Christopher Savčak Armin Senoner Nidhi Vyas Pushmeet Kohli WIGM 150 0 0 10 Oct 2025
Diffusion-Based Image Editing for Breaking Robust Watermarks Yunyi Ni Finn Carter Ze Niu Emily Davis Bo Zhang WIGM 304 1 0 07 Oct 2025
ActiveMark: on watermarking of visual foundation models via massive activations Anna Chistyakova Mikhail Pautov WIGM 137 0 0 06 Oct 2025
ZK-WAGON: Imperceptible Watermark for Image Generation Models using ZK-SNARKs Aadarsh Anantha Ramakrishnan Shubham Agarwal S. Saini Kunwar Singh SyDa WIGM VGen 181 0 0 02 Oct 2025
Guidance Watermarking for Diffusion Models Enoal Gesny Eva Giboulot Teddy Furon Vivien Chappelier WIGM 144 0 0 26 Sep 2025
StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models Haoxin Yang Bangzhen Liu Xuemiao Xu Cheng Xu Yuyang Yu Zikai Huang Yi Wang Shengfeng He WIGM 283 0 0 22 Sep 2025
I2VWM: Robust Watermarking for Image to Video Generation Guanjie Wang Zehua Ma Han Fang Weiming Zhang WIGM VGen 131 0 0 22 Sep 2025
Causal Fingerprints of AI Generative Models Hui Xu Chi Liu Congcong Zhu Minghao Wang Youyang Qu Longxiang Gao DiffM WIGM 161 0 0 18 Sep 2025
Geometric Image Synchronization with Deep Watermarking Pierre Fernandez Tomáš Souček Nikola Jovanović Hady ElSahar Sylvestre-Alvise Rebuffi Valeriu Lacatusu Tuan Tran Alexandre Mourachko WIGM 220 1 0 18 Sep 2025
Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification Wenkui Yang Jie Cao Junxian Duan Ran He DiffM AAML WIGM 190 0 0 17 Sep 2025
StyleProtect: Safeguarding Artistic Identity in Fine-tuned Diffusion Models Qiuyu Tang Joshua Krinsky Aparna Bharati AAML WIGM 180 0 0 17 Sep 2025
A Content-dependent Watermark for Safeguarding Image Attribution Tong Zhou Ruyi Ding Gaowen Liu Charles Fleming Ramana Rao Kompella Yunsi Fei Xiaolin Xu Shaolei Ren WIGM 116 0 0 13 Sep 2025
MarkDiffusion: An Open-Source Toolkit for Generative Watermarking of Latent Diffusion Models Leyi Pan Sheng Guan Zheyu Fu Luyang Si Huan Wang ... Xuming Hu I. King Philip S. Yu Aiwei Liu Lijie Wen WIGM VLM 249 0 0 11 Sep 2025
Tell-Tale Watermarks for Explanatory Reasoning in Synthetic Media Forensics Ching-Chun Chang Isao Echizen WIGM 136 0 0 06 Sep 2025
MarkSplatter: Generalizable Watermarking for 3D Gaussian Splatting Model via Splatter Image Structure Xiufeng Huang Ziyuan Luo Qi Song Ruofei Wang Renjie Wan 3DGS WIGM 160 3 0 31 Aug 2025
OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization Jiazheng Xing Hai Ci Hongbin Xu Hangjie Yuan Yong-Jin Liu Mike Zheng Shou WIGM 181 1 0 29 Aug 2025
Towards Robust Red-Green Watermarking for Autoregressive Image Generators Denis Lukovnikov Andreas Müller Erwin Quiring Asja Fischer WIGM 120 0 0 08 Aug 2025
AuthPrint: Fingerprinting Generative Models Against Malicious Model Providers Kai Yao Marc Juarez WIGM 188 1 0 06 Aug 2025
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints Lingxiao Chen Liqin Wang Wei Lu WIGM 151 0 0 02 Aug 2025
Staining and locking computer vision models without retraining Oliver J. Sutton Qinghua Zhou George Leete A. Gorban I. Tyukin WIGM AAML VLM 168 1 0 29 Jul 2025
MaXsive: High-Capacity and Robust Training-Free Generative Image Watermarking in Diffusion Models Po-Yuan Mao Cheng-Chang Tsai Chun-Shien Lu WIGM 144 1 0 28 Jul 2025
DiffMark: Diffusion-based Robust Watermark Against Deepfakes Chen Sun Haiyang Sun Zhiqing Guo Yunfeng Diao Liejun Wang Dan Ma Gaobo Yang Keqin Li WIGM AAML 485 1 0 02 Jul 2025
Radioactive Watermarks in Diffusion and Autoregressive Image Generative Models Michel Meintz Jan Dubiński Franziska Boenisch Adam Dziedzic WIGM 129 2 0 01 Jul 2025
TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity Yuzhuo Chen Zehua Ma Han Fang Weiming Zhang Nenghai Yu WIGM 206 0 0 30 Jun 2025
BitMark: Watermarking Bitwise Autoregressive Image Generative Models Louis Kerner Michel Meintz Bihe Zhao Franziska Boenisch Adam Dziedzic WIGM 272 0 0 26 Jun 2025
Dynamic Watermark Generation for Digital Images using Perimeter Gated SPAD Imager PUFs Md Sakibur Sajal Marc Dandin WIGM 111 0 0 20 Jun 2025
Watermarking Autoregressive Image Generation Nikola Jovanović Ismail Labiad Tomáš Souček Martin Vechev Pierre Fernandez WIGM 268 1 0 19 Jun 2025
GaussMarker: Robust Dual-Domain Watermark for Diffusion Models Kecen Li Zhicong Huang Xinwen Hou Cheng Hong DiffM WIGM 176 1 0 13 Jun 2025
A Watermark for Auto-Regressive Image Generation Models Yihan Wu Xuehao Cui Ruibo Chen Georgios Milis Tianyi Zhou WIGM 149 3 0 13 Jun 2025
Optimization-Free Universal Watermark Forgery with Regenerative Diffusion Models Chaoyi Zhu Zaitang Li Renyi Yang Robert Birke Pin-Yu Chen Tsung-Yi Ho Lydia Y. Chen WIGM AAML 157 0 0 06 Jun 2025
Invisible Backdoor Triggers in Image Editing Model via Deep WatermarkingAdvanced Video and Signal Based Surveillance (AVSS), 2025 Yu-Feng Chen Tzuhsuan Huang Pin-Yen Chiu Jun-Cheng Chen WIGM 187 0 0 05 Jun 2025
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright ProtectionConference on Uncertainty in Artificial Intelligence (UAI), 2025 Tianci Liu Tong Yang Quan Zhang Qi Lei WIGM AAML 190 0 0 03 Jun 2025
Video Signature: Implicit Watermarking for Video Diffusion Models Yu Huang Junhao Chen Shuliang Liu Hanqian Li Qi Zheng Yi R. Fung Yi R. Fung Xuming Hu DiffM WIGM VGen 251 0 0 31 May 2025
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations Yanjie Li Wenxuan Zhang Xinqi Lyu Yihao Liu Bin Xiao AAML DiffM WIGM 341 0 0 24 May 2025
Training-Free Watermarking for Autoregressive Image Generation Yu Tong Zihao Pan Shuai Yang Kaiyang Zhou WIGM 145 2 0 20 May 2025
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking Zihan Su Xuerui Qiu Hongbin Xu Tangyu Jiang Junhao Zhuang Chun Yuan Ming Li Shengfeng He Fei Richard Yu WIGM 292 1 0 19 May 2025
Self-Consuming Generative Models with Adversarially Curated Data Xiukun Wei Xueru Zhang WIGM 213 2 0 14 May 2025
Visual Watermarking in the Era of Diffusion Models: Advances and Challenges Junxian Duan Jiyang Guan Wenkui Yang Xiao-Yu Zhang WIGM 355 1 0 13 May 2025
VIDSTAMP: A Temporally-Aware Watermark for Ownership and Integrity in Video Diffusion Models Mohammadreza Teymoorianfard Siddarth Sitaraman Shiqing Ma Amir Houmansadr WIGM 312 1 0 02 May 2025
Adversarial Shallow Watermarking GuoBiao Li Lei Tan Yuliang Xue Gaozhi Liu Zhenxing Qian Sheng Li Xinming Zhang WIGM AAML 128 1 0 28 Apr 2025
GenPTW: In-Generation Image Watermarking for Provenance Tracing and Tamper Localization Zhenliang Gan Chunya Liu Yichao Tang Binghao Wang Weiqiang Wang Xinpeng Zhang WIGM 215 3 0 28 Apr 2025

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