On the Robustness of Large Multimodal Models Against Image Adversarial
Attacks

On the Robustness of Large Multimodal Models Against Image Adversarial Attacks

6 December 2023

Alejandro Aparcedo

Young Kyun Jang

Ser-Nam Lim

Papers citing "On the Robustness of Large Multimodal Models Against Image Adversarial Attacks"

10 / 10 papers shown

Title
Manipulating Multimodal Agents via Cross-Modal Prompt Injection Le Wang Zonghao Ying Tianyuan Zhang Siyuan Liang Shengshan Hu Mingchuan Zhang A. Liu Xianglong Liu AAML 33 1 0 19 Apr 2025
On the Robustness of GUI Grounding Models Against Image Attacks Haoren Zhao Tianyi Chen Zhen Wang AAML 41 1 0 07 Apr 2025
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images Yubo Wang Jianting Tang Chaohu Liu Linli Xu AAML 63 1 0 23 Feb 2025
Multi-Faceted Multimodal Monosemanticity Hanqi Yan Xiangxiang Cui Lu Yin Paul Pu Liang Yulan He Yifei Wang 44 0 0 16 Feb 2025
Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs Linhao Huang Xue Jiang Zhiqiang Wang Wentao Mo Xi Xiao Bo Han Yongjie Yin Feng Zheng AAML 53 2 0 02 Jan 2025
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 95 0 0 04 Dec 2024
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo Bryan Hooi LLMAG OffRL 83 5 0 20 Aug 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 287 4,261 0 30 Jan 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 211 1,113 0 20 Sep 2022
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 915 0 21 Apr 2018