CipherExplain

SHAP explanations on encrypted data — vendor never sees it

3 votes·1 comment·May 21, 2026

About

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.