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CloudDBGuard: A framework for encrypted data storage in NoSQL wide column stores

机译:CloudDBGuard:NoSQL宽列存储中用于加密数据存储的框架

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摘要

Nowadays, cloud storage providers are widely used for outsourcing data. These remote cloud servers are not trustworthy when storing sensitive data. In this article we focus on the use case of storing data in a cloud database using a particular sub-category of NoSQL databases - so-called wide column stores. Unfortunately security was not a primary concern of the NoSQL systems designers. Using encryption before outsourcing the data can provide security. Conventional encryption however limits the options for interaction because the encrypted data lacks properties of the plaintext data that the database systems rely on. Various schemes have been proposed for property-preserving encryption in order to overcome these issues, allowing a database to process queries over encrypted data. In this article we comprehensively present details of our framework CloudDBGuard that allows using property-preserving encryption in unmodified wide column stores. It hides the complexity of the encryption and decryption process and allows various adjustments on specific use cases in order to achieve a maximum of security, functionality and performance.
机译:如今,云存储提供商已广泛用于数据外包。这些远程云服务器在存储敏感数据时不可靠。在本文中,我们重点介绍使用NoSQL数据库的特定子类别(所谓的宽列存储)将数据存储在云数据库中的用例。不幸的是,安全性不是NoSQL系统设计者的主要关注点。在外包数据之前使用加密可以提供安全性。但是,常规加密限制了交互的选项,因为加密的数据缺少数据库系统所依赖的纯文本数据的属性。为了克服这些问题,已经提出了各种用于保存属性的加密的方案,从而允许数据库处理对加密数据的查询。在本文中,我们全面介绍了CloudDBGuard框架的详细信息,该框架允许在未修改的宽列存储中使用保留属性的加密。它隐藏了加密和解密过程的复杂性,并允许对特定用例进行各种调整,以实现最大程度的安全性,功能和性能。

著录项

  • 来源
    《Data & Knowledge Engineering》 |2020年第3期|101732.1-101732.13|共13页
  • 作者

  • 作者单位

    Leibniz Univ Hannover Knowledge Based Syst Grp L3S Res Ctr Appelstr 4 D-30167 Hannover Germany;

    Univ Goettingen Inst Comp Sci Goldschmidtstr 7 D-37077 Gottingen Germany;

    Leibniz Univ Hannover Computat Hlth Informat Schlosswender Str 5 D-30159 Hannover Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Property-preserving encryption; NoSQL databases; Wide Column Stores;

    机译:保留财产的加密;NoSQL数据库;宽列商店;

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