LLM-Controlled Robots Vulnerable To Jailbreaking Physical Attacks
LLMs in robots vulnerable to "jailbreaking" attacks, researchers introduce RoboPAIR algorithm to elicit harmful physical actions.
This is a Plain English Papers summary of a research paper called Exposing LLM-Controlled Robots' Vulnerability to Jailbreaking Physical Attacks. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Large language models (LLMs) are revolutionizing robotics by enabling more contextual reasoning and intuitive human-robot interaction. However, LLMs are known to be vulnerable to "jailbreaking" attacks, where malicious prompts can elicit harmful text by bypassing safety measures. This paper introduces RoboPAIR, the first algorithm designed to...