Universal Adversarial Attack on Aligned Multimodal LLMs

Temurbek Rahmatullaev, Polina Druzhinina, Nikita Kurdiukov +3

We propose a universal adversarial attack on multimodal Large Language Models (LLMs) that leverages a single optimized image to override alignment safeguards across diverse queries…