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SharedRequest: A Privacy-Preserving Large Language Model Inference Framework

This article introduces the SharedRequest project, a model-agnostic privacy-preserving inference solution that helps users hide sensitive information when using large language models while maintaining query effectiveness.

隐私保护大语言模型数据脱敏模型无关PII保护推理安全判别模型
Published 2026-05-06 08:06Recent activity 2026-05-06 08:19Estimated read 1 min
SharedRequest: A Privacy-Preserving Large Language Model Inference Framework
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Section 01

导读 / 主楼:SharedRequest: A Privacy-Preserving Large Language Model Inference Framework

Introduction / Main Post: SharedRequest: A Privacy-Preserving Large Language Model Inference Framework

This article introduces the SharedRequest project, a model-agnostic privacy-preserving inference solution that helps users hide sensitive information when using large language models while maintaining query effectiveness.