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隐私保护区块链技术

Privacy-Preserving Blockchain Technologies.

作者信息

Valadares Dalton Cézane Gomes, Perkusich Angelo, Martins Aldenor Falcão, Kamel Mohammed B M, Seline Chris

机构信息

Federal University of Campina Grande, Campina Grande 58429-900, PB, Brazil.

Federal Institute of Pernambuco, Caruaru 50740-545, PE, Brazil.

出版信息

Sensors (Basel). 2023 Aug 14;23(16):7172. doi: 10.3390/s23167172.

DOI:10.3390/s23167172
PMID:37631709
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10457747/
Abstract

The main characteristics of blockchains, such as security and traceability, have enabled their use in many distinct scenarios, such as the rise of new cryptocurrencies and decentralized applications (dApps). However, part of the information exchanged in the typical blockchain is public, which can lead to privacy issues. To avoid or mitigate these issues, some blockchains are applying mechanisms to deal with data privacy. Trusted execution environments, the basis of confidential computing, and secure multi-party computation are two technologies that can be applied in that sense. In this paper, we analyze seven blockchain technologies that apply mechanisms to improve data privacy. We define seven technical questions related to common requirements for decentralized applications and, to answer each question, we review the available documentation and gather information from chat channels. We briefly present each blockchain technology and the answers to each technical question. Finally, we present a table summarizing the information and showing which technologies are more prominent.

摘要

区块链的主要特性,如安全性和可追溯性,使其能够应用于许多不同的场景,如新的加密货币的兴起和去中心化应用程序(dApps)。然而,典型区块链中交换的部分信息是公开的,这可能导致隐私问题。为了避免或减轻这些问题,一些区块链正在应用处理数据隐私的机制。可信执行环境(机密计算的基础)和安全多方计算是可以在这方面应用的两种技术。在本文中,我们分析了七种应用机制来改善数据隐私的区块链技术。我们定义了七个与去中心化应用程序的常见要求相关的技术问题,并且为了回答每个问题,我们查阅了可用文档并从聊天渠道收集信息。我们简要介绍了每种区块链技术以及每个技术问题的答案。最后,我们给出一个表格总结信息并展示哪些技术更为突出。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/50bc/10457747/768233af5060/sensors-23-07172-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/50bc/10457747/768233af5060/sensors-23-07172-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/50bc/10457747/768233af5060/sensors-23-07172-g001.jpg

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Sensors (Basel). 2025 Jan 29;25(3):807. doi: 10.3390/s25030807.
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Data Modifications in Blockchain Architecture for Big-Data Processing.用于大数据处理的区块链架构中的数据修改
Sensors (Basel). 2023 Oct 27;23(21):8762. doi: 10.3390/s23218762.

本文引用的文献

1
Blockchain technology in healthcare: A systematic review.区块链技术在医疗保健中的应用:系统评价。
PLoS One. 2022 Apr 11;17(4):e0266462. doi: 10.1371/journal.pone.0266462. eCollection 2022.
2
Developing High Performance Secure Multi-Party Computation Protocols in Healthcare: A Case Study of Patient Risk Stratification.在医疗保健中开发高性能安全多方计算协议:以患者风险分层为例。
AMIA Jt Summits Transl Sci Proc. 2021 May 17;2021:200-209. eCollection 2021.
3
Using Secure Multi-Party Computation to Protect Privacy on a Permissioned Blockchain.
使用安全多方计算在许可区块链上保护隐私。
Sensors (Basel). 2021 Feb 23;21(4):1540. doi: 10.3390/s21041540.