DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion
Customization

DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization

19 August 2023

Papers citing "DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization"

17 / 17 papers shown

Title
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models Xinwei Liu X. Jia Yuan Xun Hua Zhang Xiaochun Cao DiffM AAML 47 0 0 22 Feb 2025
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation Yiren Song Pei Yang Hai Ci Mike Zheng Shou 115 3 0 16 Dec 2024
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Jian Liu Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 96 2 0 18 Nov 2024
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 74 2 0 18 Nov 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 44 3 0 22 Sep 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 26 7 0 20 Aug 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 66 6 0 07 Jul 2024
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks Xiaoyu Wu Jiaru Zhang Yang Hua Bohan Lyu Hao Wang Tao Song Haibing Guan DiffM 37 0 0 30 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 21 2 0 24 May 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 40 5 0 22 Apr 2024
Imperceptible Protection against Style Imitation from Diffusion Models Namhyuk Ahn Wonhyuk Ahn Kiyoon Yoo Daesik Kim Seung-Hun Nam WIGM AAML DiffM 38 5 0 28 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Yang Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 60 24 0 18 Mar 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Andrew Zhang WIGM 26 43 0 12 Dec 2023
Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? Zhengyue Zhao Jinhao Duan Kaidi Xu Chenan Wang Rui Zhang Zidong Du Rui Guo Xing Hu DiffM AAML 13 20 0 30 Nov 2023
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models Xiang Li Qianli Shen Kenji Kawaguchi 25 3 0 29 Nov 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes Hao Huang Yongtao Wang Zhaoyu Chen Yuze Zhang Yuheng Li Zhi Tang Wei Chu Jingdong Chen Weisi Lin K. Ma AAML 57 87 0 23 May 2021