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SurrogateShield: Beyond Redaction for High-Utility, Privacy-Preserving LLM Interactions
无需改动大模型，本地代理即可给LLM交互穿上隐私铠甲，真实PII永不出网
arXiv:2606.29567v1 Announce Type: cross Abstract: LLM-based assistants transmit user queries verbatim to third-party API endpoints that lie outside th…