Not What You Asked For: Typographic Attacks in Household Robot Manipulation

Ali Iranmanesh, Peng Liu

Open-vocabulary embodied AI agents increasingly rely on vision-language models such as CLIP for object perception and task grounding. However, the shared embedding space that enabl…