PrivacyPAD: A Reinforcement Learning Framework for Dynamic Privacy-Aware Delegation
PrivacyPAD trains a routing agent to decide which parts of a user’s prompt stay private and which are shared. It strikes a careful balance between data protection and performance, allowing users to safely benefit from powerful external models.
See the full article here on arXiv.