CipherExplain

SHAP explanations on encrypted data — vendor never sees it

📊 Data & Analytics

Unknown

Product Hunt

Product Hunt Upvotes

May 21, 2026

Launch Date

May 22, 2026

First Tracked

About

AI Summary

CipherExplain is an AI tool that provides SHAP model explanations on encrypted inputs using fully homomorphic encryption, ensuring that the vendor never accesses plaintext data. It is designed for regulated AI buyers and includes a Python SDK for integration.

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.