GuardT2I: Defending Text-to-Image Models from Adversarial Prompts

3 March 2024

Papers citing "GuardT2I: Defending Text-to-Image Models from Adversarial Prompts"

29 / 29 papers shown

Title
Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models Yijun Yang L. Wang Jianping Zhang Chi Harold Liu Lanqing Hong Q. Xu AAML 89 0 0 20 Nov 2025
Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation Xin Zhao Xiaojun Chen Bingshan Liu Zeyao Liu Zhendong Zhao Xiaoyan Gu DiffM 93 0 0 12 Nov 2025
Security Risk of Misalignment between Text and Image in Multi-modal Model Xiaosen Wang Zhijin Ge Shaokang Wang DiffM 82 0 0 30 Oct 2025
Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models Byeonghu Na Mina Kang Jiseok Kwak Minsang Park Jiwoo Shin SeJoon Jun Gayoung Lee Jin-Hwa Kim Il-Chul Moon 168 0 0 28 Oct 2025
Patronus: Safeguarding Text-to-Image Models against White-Box Adversaries Xinfeng Li Shengyuan Pang Jialin Wu Jiangyi Deng Huanlong Zhong Yanjiao Chen Jie Zhang Wenyuan Xu 68 0 0 18 Oct 2025
SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models Peigui Qi Kunsheng Tang Wenbo Zhou Weiming Zhang N. Yu Tianwei Zhang Qing Guo Jie Zhang DiffM 169 1 0 05 Oct 2025
Multimodal Prompt Decoupling Attack on the Safety Filters in Text-to-Image Models Xingkai Peng Jun Jiang Meng Tong Shuai Li Weiming Zhang Nenghai Yu Kejiang Chen 92 0 0 21 Sep 2025
SafeCtrl: Region-Based Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Lingyun Zhang Yu Xie Yanwei Fu Ping Chen DiffM 64 0 0 16 Aug 2025
Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models Fan Yang Yihao Huang J. Zhu Ling Shi G. Pu Jin Song Dong Kailong Wang DiffM 60 0 0 05 Aug 2025
Wukong Framework for Not Safe For Work Detection in Text-to-Image systems Mingrui Liu Sixiao Zhang Cheng Long DiffM ViT 93 1 0 01 Aug 2025
Universally Unfiltered and Unseen:Input-Agnostic Multimodal Jailbreaks against Text-to-Image Model Safeguards Song Yan Hui Wei Jinlong Fei Guoliang Yang Zhengyu Zhao Zheng Wang 152 0 0 30 Jul 2025
PLA: Prompt Learning Attack against Text-to-Image Generative Models Xinqi Lyu Yihao Liu Yanjie Li Bin Xiao 76 1 0 14 Jul 2025
Do Concept Replacement Techniques Really Erase Unacceptable Concepts? Anudeep Das Gurjot Singh Prach Chantasantitam Nirmal Asokan DiffM 153 0 0 10 Jun 2025
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 384 1 0 26 May 2025
GhostPrompt: Jailbreaking Text-to-image Generative Models based on Dynamic Optimization Zixuan Chen Hao Lin Ke Xu Xinghao Jiang Tanfeng Sun 146 0 0 25 May 2025
Token-Level Constraint Boundary Search for Jailbreaking Text-to-Image Models Qingbin Liu Zhaoxin Wang Handing Wang Cong Tian Yaochu Jin 154 5 0 15 Apr 2025
Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning Chenyu Zhang Yiwen Ma Yiwen Ma Wenhui Li Yi Tu 152 0 0 23 Mar 2025
TarPro: Targeted Protection against Malicious Image Editing Kaixin Shen Ruijie Quan Jiaxu Miao Jun Xiao Yi Yang 287 1 0 18 Mar 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong Tieniu Tan DiffM 372 6 0 22 Feb 2025
A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models Changhoon Kim Yanjun Qi DiffM 323 5 0 17 Feb 2025
Buster: Implanting Semantic Backdoor into Text Encoder to Mitigate NSFW Content Generation Xin Zhao Xiaojun Chen Yuexin Xuan Zhendong Zhao Xiaojun Jia Xinfeng Li Xiaofeng Wang 262 0 0 10 Dec 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 403 22 0 14 Nov 2024
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models Yaopei Zeng Yuanpu Cao Bochuan Cao Yurui Chang Jinghui Chen Lu Lin DiffM 236 6 0 28 Oct 2024
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min Lin DiffM 232 16 0 16 Oct 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video GenerationInternational Conference on Learning Representations (ICLR), 2024 Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Joey Tianyi Zhou 495 52 0 16 Oct 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2024 V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 282 35 0 06 Aug 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 161 44 0 10 Jul 2024
Espresso: Robust Concept Filtering in Text-to-Image Models Anudeep Das Vasisht Duddu Rui Zhang Nadarajah Asokan EGVM 398 10 0 30 Apr 2024
Beam Search Strategies for Neural Machine Translation Markus Freitag Yaser Al-Onaizan 298 451 0 06 Feb 2017