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云端网络空间隐私大数据安全性防护算法

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数据云端存储解放了本地存储的局限性,具有战略意义,但随着数据量的增加,云服务器易被内、外部攻击,导致数据的安全性急剧下降,为提升云存储系统的信息的安全性与操作的便捷性,基于四元实体构建了UCDA系统模型。首先对采用系统安全性分析的方式,对传统Hadoop系统安全风险项评估,并给出提升安全性的部分方法;然后基于Users、Cloud、Data Owner以及Authorization Center四实体结构构建出UCDA系统模型,以提升数据云存储的安全性;接着采用CAA安全方案,对UCDA系统模型的安全性进行游戏评估;最后在该存储系统上进行隐私数据文件的下载与删除实验。多文件组合下载仿真结果表明,在中、大型文件组合下载时,较DaSCE系统和UKC系统相比,UCDA系统下载的开销时间平均降低了 4。83%,其反映速度最快;分析隐私数据安全删除仿真可知,所构建的云存储系统安全性最高,且删除应答效率最快。综上所述,文中构建的UCDA云存储系统模型通过Authorization Center与Data Owner沟通Users和Cloud间的关系,有效的提升了隐私数据的安全性,且提高了系统操作的便携性,在大数据安全仿真领域具有一定的研究意义。
Cloud Cyberspace Privacy Big Data Security Protection Algorithm
Cloud storage of data liberates the limitations of local storage and has strategic significance.However,as the amount of data increases,cloud servers are vulnerable to internal and external attacks,leading to a sharp de-cline in data security.To improve the information security and operational convenience of cloud storage systems,a UCDA system model based on quaternary entities has been constructed.Firstly,the traditional Hadoop system security risk items are evaluated by the way of system security analysis,and some methods to improve the security are given;Based on the four-entity structure of Users,Cloud,Data Owner and Authorization Center,the UCDA system model is constructed to enhance the security of data cloud storage,and then the CAA security scheme is used to evaluate the security of the UCDA system model;Finally,the experiment of downloading and deleting private data files is carried out on the storage system.The simulation results of multi-file combination download show that,compared with DaSCE system and UKC system,the UCDA system reduces the average download overhead time by 4.83%when downloading medium and large files,and its response speed is the fastest;the simulation results of privacy data security deletion show that the UCDA system has the highest security and the fastest deletion response efficiency.To sum up,the UC-DA cloud storage system model constructed in this paper communicates the relationship between Users and Cloud through Authorization Center and Data Owner,which effectively improves the security of private data and the portabili-ty of system operation,and has certain research significance in the field of big data security simulation.

Cloud StorageData securityCyberspace

朱磊、王欢

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广西警察学院信息技术学院,广西 南宁 530222

广西科技大学计算机科学与技术学院,广西 柳州 545006

云端存储 数据安全 网络空间

2024

计算机仿真
中国航天科工集团公司第十七研究所

计算机仿真

CSTPCD
影响因子:0.518
ISSN:1006-9348
年,卷(期):2024.41(11)