使用基于属性的加密在对等应用程序上共享安全数据

IF 2.7 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Nhan Tam Dang, V. Nguyen, Hai-Duong Le, Marcin Maleszka, Manh Ha Tran
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引用次数: 7

摘要

摘要通信和存储的强劲增长导致对在网络上收集、存储和共享大量数据的需求显著增加。数据驱动的市场进一步增强了这一点,在这个市场上,每个人都想访问其他方的数据。数据是当今技术和研究人员的基石,尤其是在机器学习和深度学习方面。组织的业务价值也在很大程度上依赖于数据。最近的研究和行业应用可以应用分析技术来利用数据,或者互联网用户可以在社交网络或对等(P2P)网络上交换数据。然而,共享安全数据是一个备受研究人员关注的具有挑战性的问题。使用P2P应用程序与一组用户共享安全数据面临对等节点不可用的问题。因此,用户无法认证和下载受保护的数据。这影响了共享和存储在线服务或客户对客户电子商务应用程序的基于P2P的应用程序类。本文提出了一种使用区块链和基于属性的加密在基于P2P的应用程序上共享安全数据的解决方案。基于属性的加密保证在一组用户之间共享密钥,而区块链保证密钥分发。我们在移动对等网络上模拟了所提出的解决方案,该网络提供安全共享和存储数据的服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sharing secured data on peer-to-peer applications using attribute-based encryption
ABSTRACT The strong growth of communication and storage gives rise to the significantly increasing demand for collecting, storing, and sharing a large amount of data on networks. This is further enhanced by the data-driven market, where everyone wants to access other parties' data. Data is the bedrock of today's technologies and researchers, especially in machine learning and deep learning. The business value of organizations is also massively data-dependent. Recent studies and industry applications can apply analytic techniques for exploiting data, or Internet users can exchange data on social networks or peer-to-peer (P2P) networks. However, sharing secured data is a challenging problem that attracts much attention from researchers. Sharing secure data with a group of users using P2P applications faces the unavailability problem of peer nodes. Thus users cannot certify and download the protected data. This affects a P2P-based application class of sharing and storing online services or customer-to-customer e-commerce applications. This article proposes a solution for sharing secured data on P2P-based applications using blockchain and attribute-based encryption. The attribute-based encryption guarantees sharing keys among a group of users, while blockchain guarantees keys distribution. We have simulated the proposed solution on the mobile peer-to-peer network that provides services for sharing and storing data securely.
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来源期刊
CiteScore
7.50
自引率
0.00%
发文量
18
审稿时长
27 weeks
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