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by DanyWin
1189 days ago
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Thank you for your input! We are not using homomorphic encryption as it would be too slow. We are working on hosting OpenChatKit inside a secure enclave that benefits from hardware isolation to protect data while it is in clear for the application of the AI model. We have developed an attestation system that does not rely on Cloud providers, but is closer to the ones provided by hardware provider, for instance Intel. You can find more about our attestation here: https://blindai-preview.mithrilsecurity.io/en/latest/docs/ad... The goal of our work is to provide a more transparent and privacy-friendly interface for people working in sensitive industries to leverage LLMs. With the attestation mechanism, technical proofs can be given regarding the fact that data will not be used for any other purpose than inference. |
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