VERIZEXE: Decentralized Private Computation with Universal Setup

PROCEEDINGS OF THE 32ND USENIX SECURITY SYMPOSIUM(2023)

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摘要
Traditional blockchain systems execute program state transitions on-chain, requiring each network node participating in state-machine replication to re-compute every step of the program when validating transactions. This limits both scalability and privacy. Recently, Bowe et al. introduced a primitive called decentralized private computation (DPC) and provided an instantiation called ZEXE, which allows users to execute arbitrary computations off-chain without revealing the program logic to the network. Moreover, transaction validation takes only constant time, independent of the off-chain computation. However, ZEXE required a separate trusted setup for each application, which is highly impractical. Prior attempts to remove this per-application setup incurred significant performance loss. We propose a new DPC instantiation VERIZEXE that is highly efficient and requires only a single universal setup to support an arbitrary number of applications. Our benchmark improves the state-of-the-art by 9x in transaction generation time and by 3.4x in memory usage. Along the way, we also design efficient gadgets for variable-base multi-scalar multiplication and modular arithmetic within the PLONK constraint system, leading to a PLONK verifier gadget using only similar to 21k constraints.
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