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Blockchain-based Multiparty Computation System

机译:基于区块链的多方计算系统

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Data security and privacy preserving have gradually become key issues in the process of data cooperation. Most existing data multiparty computing solutions rely on trusted third parties, and the data owner loses control of the data, which may easily lead to privacy data leakage. This paper designed a multiparty computation system combined with blockchain and secure multiparty computation technology. This system uses the decentralization of the blockchain to remove dependence on third parties in existing data cooperation system, transfers secure multiparty computation protocol to off-chain execution, and on-chain smart contract is responsible for selecting agent computing nodes fairly and generating computation certificate. This system realizes the safe and fair joint computation of multiparty data without the data owner losing control of their original data.
机译:数据安全和隐私保护已逐渐成为数据合作过程中的关键问题。现有的大多数数据多方计算解决方案都依赖于受信任的第三方,并且数据所有者失去了对数据的控制权,这很容易导致隐私数据泄漏。本文设计了一种结合了区块链和安全的多方计算技术的多方计算系统。该系统利用区块链的去中心化来消除现有数据合作系统中对第三方的依赖,将安全的多方计算协议转移到链下执行,链上智能合约负责公平地选择代理计算节点并生成计算证书。该系统实现了多方数据的安全,公平的联合计算,而数据所有者不会失去对原始数据的控制权。

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