Proving Efficiency is a measure of the computational resources, such as time and memory, required to generate a cryptographic proof. In the context of zero-knowledge proofs, higher proving efficiency means a faster and less resource-intensive process for demonstrating the validity of a statement. It is a key metric for practical implementation.
Context
Improving proving efficiency is a continuous goal in the field of zero-knowledge cryptography, directly impacting the scalability and usability of privacy-preserving blockchain solutions. Innovations in SNARK and STARK constructions frequently target reductions in proving time and resource consumption.
zkVC introduces CRPC and PSQ to reduce matrix multiplication constraints from O(n3) to O(n), achieving over 12x faster ZK proof generation for verifiable AI.
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