Verifiable analytics involves methods that allow any interested party to independently confirm the accuracy and integrity of data analysis results. This is achieved through cryptographic proofs or transparent computational processes that can be publicly audited. It ensures that insights derived from data are demonstrably correct and not manipulated.
Context
The demand for verifiable analytics is growing within the cryptocurrency space to combat misinformation and enhance confidence in on-chain data reporting. Technologies like zero-knowledge proofs are instrumental in enabling verifiable computation, allowing complex analyses to be proven correct without revealing underlying sensitive data. This field is critical for establishing credibility in decentralized data science.
QEDB is a new protocol that uses specialized cryptographic data structures to verify complex SQL queries on large databases, yielding constant-size proofs.
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