Adversarial Confusion Attack: Disrupting Multimodal Large Language Models

Jakub Hoscilowicz, Artur Janicki

We introduce the Adversarial Confusion Attack, a new class of threats against multimodal large language models (MLLMs). Unlike jailbreaks or targeted misclassification, the goal is…