| 基于分布式信息流控制的MapReduce隐私安全加强方案研究 |
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| 引用本文： | 许帅.基于分布式信息流控制的MapReduce隐私安全加强方案研究[J].计算机与现代化,2012(3):93-97,102. |
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| 作者姓名： | 许帅 |
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| 作者单位： | 上海交通大学 |
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| 摘 要： | 随着信息技术的发展,分布式系统被广泛应用于金融、医疗等领域。其中以基于MapReduce的数据挖掘为代表的应用对隐私的保护往往有很高的要求。本文提出一个基于分布式信息流控制的MapReduce框架,用以保证MapReduce中信息的私密性和完整性,同时给出系统原型的实现。
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| 关 键 词： | 信息流控制 分布式系统 MapReduce 隐私保护 |
Research on Enforcing Privacy Security in MapReduce Based on Decentralized Information Flow Control |
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| XU Shuai.Research on Enforcing Privacy Security in MapReduce Based on Decentralized Information Flow Control[J].Computer and Modernization,2012(3):93-97,102. |
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| Authors: | XU Shuai |
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| Affiliation: | XU Shuai(Shanghai Jiao Tong University,Shanghai 200240,China) |
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| Abstract: | With the development of information technology,distributed systems are widely used in financial,medical and other fields.Among those,MapReduce-based data mining applications tend to have high security requirements on privacy.This paper presents a MapReduce framework based on decentralized information flow control to ensure the privacy and integrity of information,and a prototype of the system is given also. |
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| Keywords: | information flow control distributed system MapReduce privacy protection |
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