CipherExplain
SHAP explanations on encrypted data — vendor never sees it
What is CipherExplain?
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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