Laundering AI Authority with Adversarial Examples

Jie Zhang, Pura Peetathawatchai, Florian Tramèr +1

Vision-language models (VLMs) are increasingly deployed as trusted authorities -- fact-checking images on social media, comparing products, and moderating content. Users implicitly…