Verification of Noise Addition
Use zk-SNARKs verified through Substrate's verification infrastructure to verify correct noise application without revealing data or noise values, ensuring transparency.
Trustless Verification for Privacy Assurance
This verification ensures that noise is applied as intended, maintaining trust in the privacy mechanism, as participants can confirm that the differential privacy guarantees are met without needing to inspect the underlying data or noise parameters, which is crucial for maintaining a trustless environment within Substrate's consensus framework.
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