NillionNetwork/nillion-aivm
AIVM is a cutting-edge framework designed for privacy-preserving inference using advanced cryptographic protocols. With AIVM, you can deploy a local development network (devnet) to explore private inference using provided examples or custom models.
This framework helps developers test and deploy machine learning models where the input data must remain secret during the prediction process. You provide encrypted data and a model, and it outputs the prediction without revealing your data. It's used by developers building applications that require privacy-preserving AI, such as in healthcare or finance.
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Use this if you are a developer who needs to perform model inference on sensitive data without exposing that data to the model provider or the computation environment.
Not ideal if you are an end-user without programming experience or if you do not require cryptographic privacy for your model inference.
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Oct 26, 2024
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