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Securing User’s Data in HDFS

机译:在HDFS中保护用户数据

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摘要

With th e advent of Technology and in creasing growth in volume of data the business are finding th e cloud as suitable option to host their data. However, putting the sensitive data on third-party infrastru cture poses several security risks to th eir data utilizing the advantages of the Clouds. Though there are many risks and concerns are involved in cloud computing according man y surveys conducted by different organizations the prime concern of clients when opting for cloud solution is the security of th eir data. Key issue is to protect important data from unauthorized access by adversaries in case the confidentiality of data is broken by internal or external attacks on the cloud hosting those data. HDFS is the file system su itable for storing and processing large volume of data using MapReduce model. When public cloud is based on the Hadoop which uses HDFS to store data, the data are stored in plain text and by default the transport of data is also insecure wh en client submit the data to storage servers on cloud. Requirement here is design and implement a prototype to secure th e HDFS to harn ess is with security features so that it can be deployed in public cloud to provide storage and computing services. We have proposed and implemented secureHDFS by incorporating Elliptic Curve Integrated Encryption which provides data confidentiality as well as integrity in Hadoop. Experiments were carried out to analyze th e performance with respect to other hybrid encryption schemes
机译:随着技术的发展以及数据量的不断增长,企业正在寻找将云作为托管数据的合适选择。但是,利用云的优势,将敏感数据放在第三方基础结构上会给其数据带来一些安全风险。尽管根据不同组织进行的许多调查显示,云计算涉及很多风险和关注点,但客户选择云解决方案时最关心的是其数据的安全性。关键问题是保护重要数据免遭对手的未经授权的访问,以防数据的机密性被托管这些数据的云的内部或外部攻击所破坏。 HDFS是适合使用MapReduce模型存储和处理大量数据的文件系统。当公共云基于使用HDFS存储数据的Hadoop时,数据以纯文本存储,并且默认情况下,如果客户端将数据提交到云上的存储服务器,数据的传输也不安全。这里的要求是设计和实现一个原型,以保护HDFS具有安全功能,以便可以将其部署到公共云中以提供存储和计算服务。我们已经通过结合椭圆曲线集成加密来提出并实现了secureHDFS,它提供了Hadoop中的数据机密性和完整性。进行了实验以分析其他混合加密方案的性能

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