Have You Ever Seen Them? Entity-level Membership Inference through Interrogating Large Language Models

Yiran Zhu, Ziqi Yang

Large Language Models (LLMs) raise growing concerns about privacy leakage and copyright compliance. Membership inference is a key tool for assessing such risks, but existing studie…