Behavioral Canaries: Auditing Private Retrieved Context Usage in RL Fine-Tuning

Chaoran Chen, Dayu Yuan, Peter Kairouz

In agentic workflows, LLMs frequently process retrieved contexts that are legally protected from further training. However, auditors currently lack a reliable way to verify if a pr…