From Prompt to Physical Action: Structured Backdoor Attacks on LLM-Mediated Robotic Control Systems

Mingyang Xie, Jin Wei-Kocsis

The integration of large language models (LLMs) into robotic control pipelines enables natural language interfaces that translate user prompts into executable commands. However, th…