Data-Free Privacy-Preserving for LLMs via Model Inversion and Selective Unlearning

Xinjie Zhou, Zhihui Yang, Lechao Cheng +2

Large language models (LLMs) exhibit powerful capabilities but risk memorizing sensitive personally identifiable information (PII) from their training data, posing significant priv…