农业大数据学报2024,Vol.6Issue(2) :205-219.DOI:10.19788/j.issn.2096-6369.200002

区块链上的零知识证明技术及其典型算法、工具综述

An Overview of Zero-Knowledge Proof Technology and Its Typical Algorithms and Tools

万巍 刘建伟 龙春 李婧 杨帆 付豫豪 袁梓萌
农业大数据学报2024,Vol.6Issue(2) :205-219.DOI:10.19788/j.issn.2096-6369.200002

区块链上的零知识证明技术及其典型算法、工具综述

An Overview of Zero-Knowledge Proof Technology and Its Typical Algorithms and Tools

万巍 1刘建伟 1龙春 1李婧 2杨帆 2付豫豪 2袁梓萌1
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作者信息

  • 1. 中国科学院计算机网络信息中心,北京 100083;中国科学院大学,北京 100190
  • 2. 中国科学院计算机网络信息中心,北京 100083
  • 折叠

摘要

在数据安全和隐私保护日益重要的背景下,零知识证明(Zero-Knowledge Proofs,ZKPs)为保护隐私提供了强有力的工具,成为最具应用潜力的核心技术之一.本文综合探讨了零知识证明技术及其在区块链中的应用.首先,详细介绍了零知识证明的相关概念以及三种典型的技术,对ZK-Snarks进行了深入探讨,并讨论了ZK-Stark和Bulletproofs等其他证明机制,深入对比分析了各自的设计、技术特点、性能和应用场景的差异.在此基础上,重点介绍了ZKPs在区块链环境下的应用,并分析整理了编写零知识证明的相关工具,这些工具在提升具体应用的性能方面尤为重要.最后,指出了一些潜在的问题和未来的研究方向.

Abstract

In the context of the increasing importance of data security and privacy protection,Zero-Knowledge Proofs(ZKPs)have provided a powerful tool for protecting privacy.This article comprehensively discusses the technology of zero-knowledge proofs and their application in modern cryptography.First,the article introduces the basic concepts of zero-knowledge proofs,as well as different types of ZKPs such as Snarks and Starks,along with their technical characteristics and application scenarios.In particular,the article conducts an in-depth study of ZK-Snarks.At the same time,the article also discusses other proof mechanisms such as ZK-Stark and Bulletproofs,comparing their differences in design and performance.Then,it focuses on the application of ZKPs in the blockchain environment and analyzes the related tools for writing zero-knowledge proofs.Finally,it points out some potential problems and future research directions in the field of zero-knowledge proofs.

关键词

零知识证明/隐私保护/区块链应用

Key words

zero-knowledge proof/privacy protection/blockchain applications

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出版年

2024
农业大数据学报
中国农业科学院农业信息研究所

农业大数据学报

CSTPCD
ISSN:2096-6369
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