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"

6 / 6 papers shown

Title
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images Yubo Wang Jianting Tang Chaohu Liu Linli Xu AAML 51 1 0 23 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 42 2 0 02 Jan 2025
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 71 4 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 244 4,186 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 A. Kalyan ELM ReLM LRM 207 1,089 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 243 909 0 21 Apr 2018