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Watermarking Images in Self-Supervised Latent Spaces

17 December 2021

Pierre Fernandez

Alexandre Sablayrolles

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Papers citing "Watermarking Images in Self-Supervised Latent Spaces"

45 / 45 papers shown

Title
CleanPatrick: A Benchmark for Image Data Cleaning Fabian Gröger Simone Lionetti Philippe Gottfrois Alvaro Gonzalez-Jimenez Ludovic Amruthalingam ... Philipp Tschandl A. Koochek Matthew Groh Alexander A. Navarini Marc Pouly OOD 73 0 0 16 May 2025
TriniMark: A Robust Generative Speech Watermarking Method for Trinity-Level Attribution Yue Li Wen Liu Dongdong Lin 81 0 0 29 Apr 2025
MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields Yash Kulthe Andrew Gilbert John Collomosse 128 0 0 03 Apr 2025
Text-Guided Image Invariant Feature Learning for Robust Image Watermarking Muhammad Ahtesham Xin Zhong 105 1 0 18 Mar 2025
SEAL: Semantic Aware Image Watermarking Kasra Arabi R. Teal Witter Chinmay Hegde Niv Cohen WIGM AAML 168 0 0 15 Mar 2025
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis Chanyoung Kim Dayun Ju Jinyeong Kim Woojung Han Roberto Alcover-Couso Seong Jae Hwang MedIm 103 0 0 11 Mar 2025
Task-Agnostic Attacks Against Vision Foundation Models Brian Pulfer Yury Belousov Vitaliy Kinakh Teddy Furon S. Voloshynovskiy AAML 109 0 0 05 Mar 2025
OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking Xinyu Zhang Zecheng Tang Zhipei Xu Runyi Li Youmin Xu Bin Chen Feng Gao Jian Zhang WIGM 181 5 0 02 Dec 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Enchao Gong Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 186 5 0 18 Nov 2024
Watermark Anything with Localized Messages Tom Sander Pierre Fernandez Alain Durmus Teddy Furon Matthijs Douze VLM 111 9 0 11 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 92 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 124 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 140 15 0 24 Oct 2024
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning Wassim Bouaziz El-Mahdi El-Mhamdi Nicolas Usunier TDI AAML 74 4 0 09 Oct 2024
An Undetectable Watermark for Generative Image Models Sam Gunn Xuandong Zhao Dawn Song WIGM 137 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 116 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 73 2 0 26 Sep 2024
ScreenMark: Watermarking Arbitrary Visual Content on Screen Xiujian Liang Gaozhi Liu Yichao Si Xiaoxiao Hu Zhenxing Qian Xinpeng Zhang WIGM 57 0 0 05 Sep 2024
LaWa: Using Latent Space for In-Generation Image Watermarking Ahmad Rezaei Mohammad Akbari Saeed Ranjbar Alvar Arezou Fatemi Yong Zhang WIGM 96 17 0 11 Aug 2024
SWIFT: Semantic Watermarking for Image Forgery Thwarting Gautier Evennou Vivien Chappelier Ewa Kijak Teddy Furon 78 2 0 26 Jul 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 93 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 66 15 0 12 Jun 2024
Continuous fake media detection: adapting deepfake detectors to new generative techniques Francesco Tassone Luca Maiano Irene Amerini 76 6 0 12 Jun 2024
Evaluating Durability: Benchmark Insights into Multimodal Watermarking Jielin Qiu William Jongwon Han Xuandong Zhao Shangbang Long Christos Faloutsos Lei Li 109 1 0 06 Jun 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 79 9 0 22 May 2024
Picking watermarks from noise (PWFN): an improved robust watermarking model against intensive distortions Sijing Xie Chengxin Zhao Nan Sun Wei Li Hefei Ling 44 0 0 08 May 2024
SSyncOA: Self-synchronizing Object-aligned Watermarking to Resist Cropping-paste Attacks Chengxin Zhao Hefei Ling Sijing Xie Han Fang Yaokun Fang Nan Sun 25 1 0 06 May 2024
RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-Key Identification Hai Ci Pei Yang Yiren Song Mike Zheng Shou 109 39 0 22 Apr 2024
AMUSE: Adaptive Multi-Segment Encoding for Dataset Watermarking Saeed Ranjbar Alvar Mohammad Akbari David Yue Yong Zhang 65 2 0 08 Mar 2024
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation Aditya Desu Xuanli He Xingliang Yuan Wei Lu WIGM 61 1 0 23 Feb 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 54 5 0 23 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 142 50 0 16 Jan 2024
TrustMark: Universal Watermarking for Arbitrary Resolution Images Tu Bui S. Agarwal John Collomosse 103 19 0 30 Nov 2023
Steal My Artworks for Fine-tuning? A Watermarking Framework for Detecting Art Theft Mimicry in Text-to-Image Models Ge Luo Junqiang Huang Manman Zhang Zhenxing Qian Sheng Li Xinpeng Zhang WIGM 65 9 0 22 Nov 2023
Robust Image Watermarking based on Cross-Attention and Invariant Domain Learning Agnibh Dasgupta Agnibh Dasgupta 58 2 0 09 Oct 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 109 3 0 27 Sep 2023
A Brief Yet In-Depth Survey of Deep Learning-Based Image Watermarking Agnibh Dasgupta A. Das Fahad Alrasheedi A. Tanvir 83 2 0 08 Aug 2023
Content-Aware Quantization Index Modulation:Leveraging Data Statistics for Enhanced Image Watermarking Junlong Mao Huihui Tang Shangrong Lyu Zhengzhong Zhou Xiaochun Cao 19 5 0 28 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 Wang Lei Li WIGM 136 63 0 02 Jun 2023
RoSteALS: Robust Steganography using Autoencoder Latent Space Tu Bui Shrutina Agarwal Ning Yu John Collomosse 100 42 0 06 Apr 2023
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Roberto Amoroso Davide Morelli Marcella Cornia Lorenzo Baraldi A. Bimbo Rita Cucchiara DiffM 115 29 0 02 Apr 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 131 198 0 27 Mar 2023
Active Image Indexing Pierre Fernandez Matthijs Douze Hervé Jégou Teddy Furon VLM 67 10 0 05 Oct 2022
On the duality between contrastive and non-contrastive self-supervised learning Q. Garrido Yubei Chen Adrien Bardes Laurent Najman Yann LeCun SSL 88 94 0 03 Jun 2022
The 2021 Image Similarity Dataset and Challenge Matthijs Douze Giorgos Tolias Ed Pizzi Zoe Papakipos L. Chanussot ... Maxim Maximov Laura Leal-Taixé Ismail Elezi Ondřej Chum Cristian Canton Ferrer 63 63 0 17 Jun 2021