Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

9 November 2022

Papers citing "Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models"

50 / 214 papers shown

Title
PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models Fanqing Meng Wenqi Shao Lixin Luo Yahong Wang Yiran Chen ... Yue Yang Tianshuo Yang Kaipeng Zhang Yu Qiao Ping Luo EGVM 44 8 0 17 Jun 2024
Margin-aware Preference Optimization for Aligning Diffusion Models without Reference Jiwoo Hong Sayak Paul Noah Lee Kashif Rasul James Thorne Jongheon Jeong 43 13 0 10 Jun 2024
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models Lukas Helff Felix Friedrich Manuel Brack Kristian Kersting P. Schramowski VLM 54 0 0 07 Jun 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance Reyhane Askari Hemmat Melissa Hall Alicia Sun Candace Ross M. Drozdzal Adriana Romero Soriano 55 4 0 06 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 44 15 0 29 May 2024
FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models Hanjun Luo Ziye Deng Ruizhe Chen Zuo-Qiang Liu EGVM 48 9 0 28 May 2024
Automatic Jailbreaking of the Text-to-Image Generative AI Systems Minseon Kim Hyomin Lee Boqing Gong Huishuai Zhang Sung Ju Hwang 32 12 0 26 May 2024
Pruning for Robust Concept Erasing in Diffusion Models Tianyun Yang Juan Cao Chang Xu 40 13 0 26 May 2024
R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model Changhoon Kim Kyle Min Yezhou Yang 42 22 0 25 May 2024
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users Guanlin Li Kangjie Chen Shudong Zhang Jie Zhang Tianwei Zhang EGVM 55 11 0 24 May 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang Xin Chen Jinghan Jia Yihua Zhang Chongyu Fan Jiancheng Liu Mingyi Hong Ke Ding Sijia Liu DiffM 44 53 0 24 May 2024
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient Yongliang Wu Shiji Zhou Mingzhuo Yang Lianzhe Wang Wenbo Zhu Heng Chang Xiao Zhou Xu Yang Xu Yang 61 19 0 24 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 37 3 0 23 May 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 42 5 0 22 May 2024
UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers Duo Peng Qi Ke Jun Liu 30 4 0 18 May 2024
Risks and Opportunities of Open-Source Generative AI Francisco Eiras Aleksander Petrov Bertie Vidgen Christian Schroeder Fabio Pizzati ... Matthew Jackson Phillip H. S. Torr Trevor Darrell Y. Lee Jakob N. Foerster 48 18 0 14 May 2024
Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning Masane Fuchi Tomohiro Takagi DiffM VLM 53 14 0 12 May 2024
UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images Y. Qu Xinyue Shen Yixin Wu Michael Backes Savvas Zannettou Yang Zhang EGVM 40 12 0 06 May 2024
Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective Xiaoxuan Han Songlin Yang Wei Wang Yang Li Jing Dong DiffM AAML 56 5 0 30 Apr 2024
Espresso: Robust Concept Filtering in Text-to-Image Models Anudeep Das Vasisht Duddu Rui Zhang Nadarajah Asokan EGVM 36 6 0 30 Apr 2024
Hide and Seek: How Does Watermarking Impact Face Recognition? Yuguang Yao Steven Grosz Sijia Liu Anil K. Jain 46 1 0 29 Apr 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 49 6 0 22 Apr 2024
Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models Vitali Petsiuk Kate Saenko VGen 40 4 0 21 Apr 2024
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang Peikun Guo Khadija Zanna Akane Sano Xiaoxue Yang Akane Sano DiffM 34 8 0 12 Apr 2024
Latent Guard: a Safety Framework for Text-to-image Generation Runtao Liu Ashkan Khakzar Jindong Gu Qifeng Chen Philip Torr Fabio Pizzati 33 25 0 11 Apr 2024
Responsible Visual Editing Minheng Ni Yeli Shen Lei Zhang W. Zuo DiffM 29 0 0 08 Apr 2024
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models Jiachen Ma Anda Cao Zhiqing Xiao Jie Zhang Chaonan Ye Junbo Zhao 24 29 0 02 Apr 2024
Diverse Feature Learning by Self-distillation and Reset Sejik Park CLL 42 1 0 29 Mar 2024
MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models Hidir Yesiltepe Kiymet Akdemir Pinar Yanardag 29 3 0 28 Mar 2024
A Survey on Large Language Models from Concept to Implementation Chen Wang Jin Zhao Jiaqi Gong LLMAG LM&MA 45 3 0 27 Mar 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 57 9 0 25 Mar 2024
Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization Jimyeong Kim Jungwon Park Wonjong Rhee DiffM 38 5 0 22 Mar 2024
Editing Massive Concepts in Text-to-Image Diffusion Models Tianwei Xiong Yue Wu Enze Xie Yue Wu Zhenguo Li Xihui Liu 90 10 0 20 Mar 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception Yibo Wang Ruiyuan Gao Kai Chen Kaiqiang Zhou Yingjie Cai ... Zhenguo Li Lihui Jiang Dit-Yan Yeung Qiang Xu Kai Zhang DiffM 121 21 0 20 Mar 2024
Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition Filip Ilic Henghui Zhao Thomas Pock Richard P. Wildes PICV AAML 44 2 0 19 Mar 2024
Hiding and Recovering Knowledge in Text-to-Image Diffusion Models via Learnable Prompts Anh-Vu Bui Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung 30 1 0 18 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 47 79 0 10 Mar 2024
What do we learn from inverting CLIP models? Hamid Kazemi Atoosa Malemir Chegini Jonas Geiping S. Feizi Tom Goldstein 38 3 0 05 Mar 2024
Position: Towards Implicit Prompt For Text-To-Image Models Yue Yang Yuqi Lin Hong Liu Wenqi Shao Runjian Chen Hailong Shang Yu Wang Yu Qiao Kaipeng Zhang Ping Luo EGVM VLM 47 2 0 04 Mar 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts Yijun Yang Ruiyuan Gao Xiao Yang Qiang Xu Qiang Xu 32 15 0 03 Mar 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 58 18 0 28 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 87 0 27 Feb 2024
BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators Yu Tian Xiao Yang Yinpeng Dong Heming Yang Hang Su Jun Zhu AAML 42 4 0 23 Feb 2024
Debiasing Text-to-Image Diffusion Models Ruifei He Chuhui Xue Haoru Tan Wenqing Zhang Yingchen Yu Song Bai Xiaojuan Qi 33 4 0 22 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 63 43 0 19 Feb 2024
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models Yihua Zhang Chongyu Fan Yimeng Zhang Yuguang Yao Jinghan Jia ... Gaoyuan Zhang Gaowen Liu Ramana Rao Kompella Xiaoming Liu Sijia Liu DiffM 60 5 0 19 Feb 2024
Universal Prompt Optimizer for Safe Text-to-Image Generation Zongyu Wu Hongcheng Gao Yueze Wang Xiang Zhang Suhang Wang EGVM 18 9 0 16 Feb 2024
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation Jessica Quaye Alicia Parrish Oana Inel Charvi Rastogi Hannah Rose Kirk ... Nathan Clement Rafael Mosquera Juan Ciro Vijay Janapa Reddi Lora Aroyo 45 7 0 14 Feb 2024
Discovering Universal Semantic Triggers for Text-to-Image Synthesis Shengfang Zhai Weilong Wang Jiajun Li Yinpeng Dong Hang Su Qingni Shen EGVM 36 3 0 12 Feb 2024
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models! Shashank Kotyan Poyuan Mao Pin-Yu Chen Danilo Vasconcellos Vargas AAML DiffM 43 0 0 07 Feb 2024