Zero trust access authorization and control of network boundary based on cloud sea big data fuzzy clustering

Author:

Zhao Li1,Sun Meng1,Yang Binbin1,Xie Junpeng1,Feng Jiqiang1

Affiliation:

1. Kashgar Power Supply Company of State Grid Xinjiang Electric Power Co., Ltd., Kashgar, Xinjiang, China

Abstract

With the digital transformation of enterprises, the traditional security defense technology has been unable to meet the security requirements of enterprises, and the data security and privacy protection have brought great challenges to the Internet. Therefore, taking zero trust as the security concept and taking the network boundary as the best practice landing technology architecture, this paper studies the zero trust access authorization and control of network boundary based on cloud big data fuzzy clustering of. Through the network stealth technology, it constructs a virtual boundary for the enterprise, uses the cloud big data fuzzy clustering algorithm to mine the user behavior related data, and designs the trust evaluation mechanism to obtain the user trust level. The dynamic access authorization control mechanism is designed to judge the access requests in and out of the permission boundary. Combined with the user’s trust level, the legal requests and illegal requests are distinguished to complete the zero trust access authorization and control of network boundary. Experimental results show that: the method can accurately control the access authorization of the network boundary, improve the success rate of access authorization and control interaction; the interception rate of illegal access is high, and it has high securit.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Verify and trust: A multidimensional survey of zero-trust security in the age of IoT;Internet of Things;2024-10

2. Dissecting zero trust: research landscape and its implementation in IoT;Cybersecurity;2024-05-03

3. Big Data Access Control Mechanism Based on Two-Layer Permission Decision Structure;Computers, Materials & Continua;2024

4. Zero Trust for Cloud;SpringerBriefs in Applied Sciences and Technology;2024

5. Zero trust security model: Defining new boundaries to organizational network;Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing;2023-08-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3