aisecurity.ninja

Jailbreaking LLM-Controlled Robots

Alexander Robey (University of Pennsylvania), Zachary Ravichandran (University of Pennsylvania), Vijay Kumar (University of Pennsylvania), Hamed Hassani (University of Pennsylvania), George J. Pappas (University of Pennsylvania)

Published Oct 17, 2024 ยท arXiv:2410.13691

cs.ROcs.AI

Abstract

The paper introduces ROBOPAIR, the first algorithm designed to jailbreak LLM-controlled robots, showing that such jailbreaks can lead to harmful physical actions by robots across white-box, gray-box, and black-box scenarios, often achieving a 100% success rate.