Big data security features and operation practices

Zhiyong LIU; Zhongjiang HE; Yilong RUAN; Junfeng SHAN; Chao ZHANG

doi:10.11959/j.issn.1000-0801.2021102

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Big data security features and operation practices

Engineering and Application | 更新时间：2024-06-05

- Big data security features and operation practices
- Telecommunications Science Vol. 37, Issue 5, Pages: 160-169(2021)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2021102
  CLC： TP311
- Published Online：2021-05，
  
  Published：20 May 2021
- 稿件说明：
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Zhiyong LIU, Zhongjiang HE, Yilong RUAN, et al. Big data security features and operation practices[J]. Telecommunications science, 2021, 37(5): 160-169.
DOI：

Zhiyong LIU, Zhongjiang HE, Yilong RUAN, et al. Big data security features and operation practices[J]. Telecommunications science, 2021, 37(5): 160-169. DOI： 10.11959/j.issn.1000-0801.2021102.

摘要

随着数据类型、用户角色和应用需求的不断细化，以及大数据复杂的数据存储和流动场景的出现，大数据安全防护要求越来越高。以大数据安全特征和运营实践为切入点，分析了大数据安全特征和技术发展趋势，体系化地梳理和总结中国电信以“数据和人”为核心的大数据安全深度防御体系建设和运营实践；并对区块链、联邦学习、人工智能、零信任等新技术在数据安全流通、数据安全风险监测、数据访问控制的引入提出了思考和展望。分析了大数据安全特征和技术发展的趋势，梳理了中国电信在大数据安全方面的运营实践，对新形势下筑牢大数据安全提出了思考与建议。

Abstract

With the continuous refinement of data types

user roles and application requirements

as well as the complex data storage and flow scenarios of big data

the requirement of big data security is higher and higher.Starting from the security characteristics and operation practice of big data

the security characteristics and technology development trend of big data were analyzed

the construction and operation practice of China Telecom’s big data security defense system with “data and people” as the core was systematically summarized.Some thoughts and prospects for the introduction of new technologies were also raised such as blockchain

federated learning

artificial intelligence and zero trust in data security circulation

data security risk monitoring and data access control.

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Keywords

references

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