Can Protective Perturbation Safeguard Personal Data from Being Exploited
by Stable Diffusion?

Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?

30 November 2023

Rui Zhang

Papers citing "Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?"

16 / 16 papers shown

Title
Visual Watermarking in the Era of Diffusion Models: Advances and Challenges Junxian Duan Jiyang Guan Wenkui Yang Ran He WIGM 45 0 0 13 May 2025
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding Hyomin Lee Minseon Kim Sangwon Jang Jongheon Jeong Sung Ju Hwang DiffM AAML 39 1 0 24 Apr 2025
ArtistAuditor: Auditing Artist Style Pirate in Text-to-Image Generation Models Linkang Du Zheng Zhu M. Chen Zhou Su S. Ji Peng Cheng Jiming Chen Zhikun Zhang DiffM WIGM MLAU 71 0 0 17 Apr 2025
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes Qi Tao Yin Jinhua Cai Dongqi Xie Yueqi Wang Huili ... Zhou Zhili Wang Shangguang Lyu Lingjuan Huang Yongfeng Lane Nicholas 40 0 0 24 Mar 2025
A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models Ziqiang Li Jun Li Lizhi Xiong Zhangjie Fu Zechao Li VLM 59 0 0 17 Mar 2025
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 92 2 0 18 Nov 2024
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 40 0 0 04 Oct 2024
Proactive Schemes: A Survey of Adversarial Attacks for Social Good Vishal Asnani Xi Yin Xiaoming Liu AAML 39 1 0 24 Sep 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 67 3 0 22 Sep 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 37 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 86 7 0 07 Jul 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 43 3 0 20 Apr 2024
Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models Mazda Moayeri Samyadeep Basu S. Balasubramanian Priyatham Kattakinda Atoosa Malemir Chegini R. Brauneis S. Feizi WIGM 38 4 0 11 Apr 2024
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Hao Wu Richang Hong 37 18 0 16 May 2023
Guided Diffusion Model for Adversarial Purification Jinyi Wang Zhaoyang Lyu Dahua Lin Bo Dai Hongfei Fu DiffM 196 82 0 30 May 2022
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 218 418 0 16 May 2022