Data Management and Security

Data Handling

• Encrypted Storage and Transfer: Data is encrypted at rest and in transit, ensuring that sensitive information is always protected. Encryption keys are managed through decentralized key management systems.

• Access Control: Access to data is strictly controlled through smart contracts, which verify the credentials of the requestor before allowing access to the data. This ensures compliance with data privacy regulations.

Privacy-Preserving Technologies

• Homomorphic Encryption: Allows computations to be performed on encrypted data, providing results without ever exposing the underlying data.

• Zero-Knowledge Proofs: Enable one party to prove to another party that they know a value (e.g., a credential is valid) without conveying any information apart from the fact that they know the value.

Auditing

• All interactions with AI models and data are logged on the blockchain, providing a transparent audit trail that enhances security and trust in the platform.