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GoldenRetriever: Homomorphic Encrypted Retrieval for Private RAG

2026-08-03 15:12 UTC · arXiv cs.CR · read the source ↗ #homomorphic-encryption#privacy#rag
  • Engineer — Learn: Introduces a CKKS-based non-interactive encrypted retrieval framework for RAG that cuts complexity from quadratic to linear; worth tracking if you’re building privacy-preserving AI pipelines, but no production library or patch to apply today.
  • SOC/IR — Skip
  • Leader — Learn: Demonstrates a practical path toward fully encrypted RAG pipelines, relevant if you’re evaluating AI product privacy posture or responding to customer questions about LLM data exposure.
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