面向云审计的轻量级隐私保护方案
作者:
作者单位:

1.重庆市信息通信咨询设计院有限公司;2.中国中医科学院西苑医院;3.重庆大学大数据与软件学院

中图分类号:

TP333???????

基金项目:

贵州省交通运输厅科技项目


Lightweight privacy protection scheme for cloud audit
Author:
Affiliation:

1.Chongqing Communication Design Institute Company Ltd,Network Information Security Research Institute,Chongqing,ChinaXiyuan Hospital,China Academy of Chinese Medical Sciences,Haidian,Beijing,China;2.Xiyuan Hospital,China Academy of Chinese Medical Sciences,Beijing;3.College of Big Data and Software,Chongqing University

Fund Project:

Supported by Science and Technology Projects of Guizhou Transportation Department

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    摘要:

    在数据量呈爆发式增长的社会背景下,云存储服务的发展为用户的数据存储带来了极大的便利,用户可以通过将数据存储到云服务器来节省大量的存储和计算资源,而云服务器可随时、按需提供服务的特性也使得其为更多的用户所青睐。但是相较于本地数据存储,用户失去了对云服务器中的数据的直接控制,这也使得数据的安全性问题成为了云存储发展所面临的最大挑战,各种外部攻击和内部故障都有可能导致用户的数据受到损坏。因此,本文提出了一个轻量级计算和验证的数据审计方案。该方案简化了用户在上传数据之前的标签计算操作,同时依然能够保证用户上传数据的安全性,相应地云服务器和审计者的计算任务也得到了减轻,进一步降低了计算开销。并且为了保护用户数据隐私,方案借鉴了图像加密中的置乱加密,让用户使用随机函数对数据块的位置进行置乱,同时让审计者也能计算出数据块的真实位置,顺利完成审计操作。结果表明,该方案有效节省审计流程中用户和服务器、审计者三方的计算资源,且提升了流程的效率。

    Abstract:

    In the context of explosive growth in data volume, the development of cloud storage services has brought great convenience to users. Users can save abundant storage and computing resources by storing data on cloud servers. The feature that the server can provide services at any time and on demand also makes it favored by more users. However, compared with local data storage, users lose direct control of the data in the cloud server. This also makes data security the biggest challenge facing the development of cloud storage. Various external attacks and internal failures may cause the user's data to be damaged. A data auditing scheme with lightweight calculation and verification is proposed. This solution simplifies the user's label calculation operation before uploading the data, while still ensuring the security of the user's uploading data. Correspondingly, the calculation tasks of the cloud server and the auditor are also reduced, and the calculation overhead is further reduced. And in order to protect user data privacy, the scheme draws on the scrambling encryption in image encryption, allowing users to use random functions to scramble the location of the data block, and at the same time allow the auditor to calculate the true location of the data block, and successfully complete the audit operation. The results show that the solution effectively saves the computing resources of users, servers, and auditors in the audit process and improves the efficiency of the process.

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  • 收稿日期:2022-10-25
  • 最后修改日期:2023-06-18
  • 录用日期:2023-06-25
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