Mohammad Hossein Chinaei

The paper introduces 'causality laundering,' a novel security vulnerability in tool-calling LLM agents where adversaries exfiltrate information by probing denied actions, and proposes the Agentic Reference Monitor (ARM) to detect and prevent this leakage.