Covert Visual Prompt Injection against Commercial Multimodal Large Language Models

Meiwen Ding, Song Xia, Chenqi Kong +1

Although multimodal large language models (MLLMs) are increasingly deployed in real-world applications, their instruction-following behavior leaves them vulnerable to prompt inject…