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

Vectors Are Not Neutral: Sensitive-Information Inference from Exported LLM Representations in Summarization arXiv:2605.26433v1 Announce Type: new Abstract: Large language model (LLM) summarization systems may pass compact vector representations of private inputs to downstream retrieval, monitoring, audit, or analytic workflows. Even when source documents remain access-restricted, derived vectors may be handled under different access controls and still support sensitive-information inference, cr