YeeZTech/YeeZ-Privacy-Computing

What it solves

Fidelius is a privacy-preserving middleware designed to enable secure data collaboration between data providers and data users without exposing the original raw data. It addresses the problem of privacy leakage during data sharing and analysis by ensuring that data remains "available but not visible."

How it works

The system utilizes Intel SGX (Software Guard Extensions) to create a Trusted Execution Environment (TEE). By running the middleware on both the provider and user sides, the original data never leaves the provider's middleware instance, preventing leakage. It can optionally integrate with a blockchain network to serve as a decentralized, publicly verifiable trusted transmission channel and verification platform for computing results.

Who it’s for

Organizations or developers who need to collaborate on data analysis or computing tasks while maintaining strict privacy and security requirements for the original datasets.

Highlights

• TEE-based Security: Leverages Intel SGX to ensure computing logic controllability and result correctness.
• Blockchain Integration: Supports using blockchain as a trusted third party for verification and transmission.
• ** uma own all-in-one solution**: Provides a comprehensive framework for data collaboration that ensures data consistency and privacy.
• Hardware-backed Privacy: Ensures raw data does not leave the provider's secure environment.