From Intent to Action: Benchmarking LLM Safety in Vehicle Voice Command Authorization

Diba Afroze, Xingli Zhang, Yazhou Tu +1

Large language models (LLMs) are increasingly integrated into vehicle voice assistants. But linking natural-language requests to vehicle functions creates a safety-critical authori…