Anti-DreamBooth: Protecting users from personalized text-to-image synthesis

27 March 2023

Thuan Hoang Nguyen

Papers citing "Anti-DreamBooth: Protecting users from personalized text-to-image synthesis"

50 / 63 papers shown

Title
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation Anran Yu Wei Feng Y. Zhang Xiang Li Lei Meng Lei Wu X. Meng DiffM 20 0 0 19 Apr 2025
Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints Guanyu Wang K. Wang Yihao Huang Mingyi Zhou Zhang Qing cnwatcher Geguang Pu Li Li DiffM PICV 46 0 0 17 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 59 0 0 17 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 65 0 0 16 Apr 2025
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking Junxi Chen Junhao Dong Xiaohua Xie 33 0 0 08 Apr 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation Jingdan Kang Haoxin Yang Yan Cai Huaidong Zhang Xuemiao Xu Yong Du Shengfeng He AAML 39 0 0 25 Mar 2025
DiffusionTalker: Efficient and Compact Speech-Driven 3D Talking Head via Personalizer-Guided Distillation Peng Chen Xiaobao Wei Ming Lu Hui Chen Feng Tian 37 1 0 23 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 50 0 0 17 Mar 2025
AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption Joonsung Jeon Woo Jae Kim Suhyeon Ha Sooel Son Sung-eui Yoon DiffM AAML 51 0 0 13 Mar 2025
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 44 0 0 22 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 60 3 0 03 Feb 2025
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation Sen Peng Jijia Yang Mingyue Wang Jianfei He Xiaohua Jia DiffM 29 0 0 25 Dec 2024
Privacy Protection in Personalized Diffusion Models via Targeted Cross-Attention Adversarial Attack Xide Xu Muhammad Atif Butt Sandesh Kamath Bogdan Raducanu DiffM AAML 64 0 0 25 Nov 2024
CDI: Copyrighted Data Identification in Diffusion Models Jan Dubiñski Antoni Kowalczuk Franziska Boenisch Adam Dziedzic 67 0 0 19 Nov 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization Huayang Huang Yu Wu Qian Wang DiffM WIGM 32 3 0 06 Nov 2024
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images Qi Song Ziyuan Luo Ka Chun Cheung Simon See Renjie Wan 42 3 0 30 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan F. Khan DiffM 39 9 0 23 Oct 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation Anh-Vu Bui L. Vuong Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung KELM DiffM 21 8 0 21 Oct 2024
Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models Boheng Li Yanhao Wei Yankai Fu Z. Wang Yiming Li Jie Zhang Run Wang Tianwei Zhang DiffM AAML 21 9 0 14 Oct 2024
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 31 0 0 04 Oct 2024
Empirical Perturbation Analysis of Linear System Solvers from a Data Poisoning Perspective Yixin Liu Arielle Carr Lichao Sun AAML 18 0 0 01 Oct 2024
Detecting Dataset Abuse in Fine-Tuning Stable Diffusion Models for Text-to-Image Synthesis Songrui Wang Yubo Zhu Wei Tong Sheng Zhong WIGM 19 0 0 27 Sep 2024
Creative Writers' Attitudes on Writing as Training Data for Large Language Models Katy Ilonka Gero Meera Desai Carly Schnitzler Nayun Eom Jack Cushman Elena L. Glassman 13 1 0 22 Sep 2024
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 40 3 0 22 Sep 2024
High-Frequency Anti-DreamBooth: Robust Defense against Personalized Image Synthesis Takuto Onikubo Yusuke Matsui DiffM AAML 21 1 0 12 Sep 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 21 7 0 20 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 38 14 0 06 Aug 2024
DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models Jing Yang Runping Xi Yingxin Lai Xun Lin Zitong Yu DiffM 24 0 0 29 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 60 6 0 07 Jul 2024
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI Robert Honig Javier Rando Nicholas Carlini Florian Tramèr WIGM AAML 36 14 0 17 Jun 2024
PID: Prompt-Independent Data Protection Against Latent Diffusion Models Ang Li Yichuan Mo Mingjie Li Yisen Wang AAML 29 2 0 14 Jun 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
Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake Di Yang Yihao Huang Qing-Wu Guo Felix Juefei Xu Xiaojun Jia Run Wang G. Pu Yang Liu DiffM 21 0 0 28 May 2024
Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation Liang Shi Jie M. Zhang Shiguang Shan PICV DiffM 35 1 0 27 May 2024
Protect-Your-IP: Scalable Source-Tracing and Attribution against Personalized Generation Runyi Li Xuanyu Zhang Zhipei Xu Yongbing Zhang Jian Zhang WIGM 39 3 0 26 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Zhicheng Sun Zhenhao Yang Yang Jin Haozhe Chi Kun Xu ... Hao Jiang Di Zhang Yang Song Kun Gai Yadong Mu 18 3 0 23 May 2024
Non-confusing Generation of Customized Concepts in Diffusion Models Wang Lin Jingyuan Chen Jiaxin Shi Yichen Zhu Chen Liang ... Tao Jin Zhou Zhao Fei Wu Shuicheng Yan Hanwang Zhang DiffM 26 11 0 11 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 119 18 0 09 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 3 0 22 Apr 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 21 1 0 21 Apr 2024
Towards a Novel Perspective on Adversarial Examples Driven by Frequency Zhun Zhang Yi Zeng Qihe Liu Shijie Zhou AAML 20 0 0 16 Apr 2024
Imperceptible Protection against Style Imitation from Diffusion Models Namhyuk Ahn Wonhyuk Ahn Kiyoon Yoo Daesik Kim Seung-Hun Nam WIGM AAML DiffM 35 5 0 28 Mar 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 14 30 0 04 Feb 2024
PRIME: Protect Your Videos From Malicious Editing Guanlin Li Shuai Yang Jie M. Zhang Tianwei Zhang 32 1 0 02 Feb 2024
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability Junxi Chen Junhao Dong Xiaohua Xie AAML DiffM 17 5 0 13 Jan 2024
SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models Feifei Wang Zhentao Tan Tianyi Wei Yue-bo Wu Qidong Huang DiffM 27 9 0 13 Dec 2023
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning Yixin Liu Chenrui Fan Yutong Dai Xun Chen Pan Zhou Lichao Sun DiffM 13 18 0 22 Nov 2023
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models Ruoxi Chen Haibo Jin Yixin Liu Jinyin Chen Haohan Wang Lichao Sun 10 10 0 19 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models Yingqian Cui Jie Ren Yuping Lin Han Xu Pengfei He Yue Xing Lingjuan Lyu Wenqi Fan Hui Liu Jiliang Tang WIGM 13 12 0 03 Oct 2023