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CipherExplain

CipherExplain

SHAP explanations on encrypted data β€” vendor never sees it

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CipherExplain runs SHAP model explanations on encrypted inputs using fully homomorphic encryption. The vendor never sees plaintext features, model weights, or explanations. Built for regulated AI buyers (SR 11-7, EU AI Act, HIPAA). Python SDK.

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