Vectors Are Not Neutral: Sensitive-Information Inference from Exported LLM Representations in Summarization

Weixin Liu, Bowen Qu, Juming Xiong +3

Large language model (LLM) summarization systems may pass compact vector representations of private inputs to downstream retrieval, monitoring, audit, or analytic workflows. Even w…