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。
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.
作者
万巍
刘建伟
龙春
李婧
杨帆
付豫豪
袁梓萌
WAN Wei;LIU JianWei;LONG Chun;LI Jing;YANG Fan;FU YuHao;YUAN ZiMeng(Computer Network Information Center,Chinese Academy of Sciences,Beijing 100083,China;University of Chinese Academy of Sciences,Beijing 100049,China)
出处
《农业大数据学报》
2024年第2期205-219,共15页
Journal of Agricultural Big Data
基金
国家重点研发计划:金融数据全周期流转安全风险评估监测与溯源技术研究(2023YFC3304704)
中国科学院网络安全和信息化专项(CAS-WX2022GC-04)。
关键词
零知识证明
隐私保护
区块链应用
zero-knowledge proof
privacy protection
blockchain applications