🪛Encryption & Privacy Layer — AES-256, Always On

Security is not optional. Every piece of data that enters the system is encrypted using AES-256, the gold standard for symmetric encryption. Combined with ZKP, this ensures that DataProof never stores or sees user data — only the proof that it’s trustworthy.

End-to-End Coverage:

• Data is encrypted upon upload

• All computation happens in a secure sandbox

• Results are returned without ever exposing plaintext content

Additional Privacy Tech:

Future versions of DataProof will explore Homomorphic Encryption (HE) for partial in-place computation and differential privacy for population-scale data studies.