A multi-agent semantic rewriting system for RAG cuts targeted privacy leakage from 144 to 1 instances on LLaMA-3-8B while raising BLEU-1 to 0.122 over SAGE's 0.117, with offline preprocessing.
Information Processing & Management 63, 104505
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Privacy-Preserving RAG via Multi-Agent Semantic Rewriting: Achieving Confidentiality Without Compromising Contextual Fidelity
A multi-agent semantic rewriting system for RAG cuts targeted privacy leakage from 144 to 1 instances on LLaMA-3-8B while raising BLEU-1 to 0.122 over SAGE's 0.117, with offline preprocessing.