ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

5 March 2024

Qi Liu

Papers citing "ImgTrojan: Jailbreaking Vision-Language Models with ONE Image"

22 / 22 papers shown

Title
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 32 0 0 08 May 2025
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLM Madhur Jindal Saurabh Deshpande AAML 40 0 0 07 May 2025
Mixed Signals: Decoding VLMs' Reasoning and Underlying Bias in Vision-Language Conflict Pouya Pezeshkpour Moin Aminnaseri Estevam R. Hruschka 19 0 0 11 Apr 2025
Survey of Adversarial Robustness in Multimodal Large Language Models Chengze Jiang Zhuangzhuang Wang Minjing Dong Jie Gui AAML 58 0 0 18 Mar 2025
A Convex formulation for linear discriminant analysis Sai Vijay Kumar Surineela Prathyusha Kanakamalla Harigovind Harikumar Tomojit Ghosh 51 0 0 17 Mar 2025
Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization Shuyang Hao Yiwei Wang Bryan Hooi J. Liu Muhao Chen Zi Huang Yujun Cai AAML VLM 63 0 0 14 Mar 2025
Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense Shuyang Hao Y. Wang Bryan Hooi Ming Yang J. Liu Chengcheng Tang Zi Huang Yujun Cai AAML 50 0 0 14 Mar 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models Zhaoyi Liu Huan Zhang AAML 68 0 0 25 Feb 2025
Distraction is All You Need for Multimodal Large Language Model Jailbreaking Zuopeng Yang Jiluan Fan Anli Yan Erdun Gao Xin Lin Tao Li Kanghua mo Changyu Dong AAML 70 0 0 15 Feb 2025
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models Shuyang Hao Bryan Hooi J. Liu Kai-Wei Chang Zi Huang Yujun Cai AAML 84 0 0 27 Nov 2024
SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach Ruoxi Sun Jiamin Chang Hammond Pearce Chaowei Xiao B. Li Qi Wu Surya Nepal Minhui Xue 30 0 0 17 Nov 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 51 4 0 14 Nov 2024
VHELM: A Holistic Evaluation of Vision Language Models Tony Lee Haoqin Tu Chi Heem Wong Wenhao Zheng Yiyang Zhou ... Josselin Somerville Roberts Michihiro Yasunaga Huaxiu Yao Cihang Xie Percy Liang VLM 34 10 0 09 Oct 2024
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger Yulin Chen Haoran Li Zihao Zheng Zihao Zheng Yangqiu Song Bryan Hooi 30 6 0 17 Aug 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 43 5 0 11 Jul 2024
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends Daizong Liu Mingyu Yang Xiaoye Qu Pan Zhou Yu Cheng Wei Hu ELM AAML 27 24 0 10 Jul 2024
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt Zonghao Ying Aishan Liu Tianyuan Zhang Zhengmin Yu Siyuan Liang Xianglong Liu Dacheng Tao AAML 33 14 0 06 Jun 2024
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security Yihe Fan Yuxin Cao Ziyu Zhao Ziyao Liu Shaofeng Li 27 11 0 08 Apr 2024
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models Yifan Li Hangyu Guo Kun Zhou Wayne Xin Zhao Ji-Rong Wen 36 38 0 14 Mar 2024
Red Teaming Visual Language Models Mukai Li Lei Li Yuwei Yin Masood Ahmed Zhenguang Liu Qi Liu VLM 25 30 0 23 Jan 2024
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 30 39 0 16 Oct 2023
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 93 225 0 15 Apr 2021