Kyomin Jung

Personalized Privacy Control in LLMs via Attention Head Intervention

The introduction of personalized privacy, which incorporates user-specific disclosure preferences into privacy control, and a robust inference-time attention head intervention method that adjusts disclosure behavior toward policy-consistent responses are proposed.