PromptShield Home: Ambient Multimodal Prompt Injection Defense for Smart-Home Agents

He Zhang, Feilong Li, Dingning Long +5

Smart-home assistants increasingly use multimodal large language models (MLLMs) that perceive video and audio directly. This raises a safety question specific to the home: can the…