TYPO: Instruction-Dense Visual Jailbreaks against Commercial Closed-Source Image-Generation Models

Recent commercial image-generation models can generate high-quality images with readable text e.g., posters, infographics, and manuals, attracting considerable attention. Yet we first show that this same capability also introduces a previously unreported safety vulnerability: these systems may...

MAI-2023-0006

Large Vision-Language Models VLMs are susceptible to exploitation through typographic visual prompts, a method known as jailbreaking. This vulnerability arises from the VLM's capability to process and interpret text embedded within images, circumventing safety protocols that are typically effecti...