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FHE Inference System Odin Enables Privacy-Preserving Llama 3 Deployment

2026-09-14 18:03 UTC · arXiv cs.CR · read the source ↗ #fhe#llm-privacy#cryptography
  • Engineer — Learn: Odin’s co-designed ciphertext packing approach for FHE LLM inference is a technique to watch if your team is evaluating privacy-preserving cloud inference architectures; no running systems need changes today.
  • SOC/IR — Skip
  • Leader — Learn: Early academic work demonstrating that cloud LLM inference without decrypting user prompts is feasible at scale; useful context when briefing on AI privacy posture or evaluating vendor data-handling commitments.
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