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边缘计算环境下基于零信任的数字信誉评分模型设计

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边缘计算通过在接近数据源的地方进行实时处理,与云计算相结合,提供高效能、低延迟的计算解决方案,构建了全面的分布式计算体系。然而,边缘计算的分布式和内部信任特性也导致了边界安全模糊的问题。零信任架构的出现打破了原先静态的边界防御模式,使设备在网络中能实现动态安全。但是,边缘设备的分布式特性导致边缘计算在零信任架构中存在动态管理的复杂性、资源限制等困难。针对此问题,本文提出一种基于零信任的数字信誉评分模型(DRSM),通过结合区块链,实现边缘计算环境下的动态访问管理和授权。该方案有助于解决边界安全模糊的问题,降低恶意攻击对系统造成的影响。仿真结果表明,本文模型能够有效减少异常边缘设备的访问,提高系统的安全性。
Design of Digital Reputation Scoring Model Based on Zero Trust in Edge Computing Environment
Edge computing combines real-time processing near the data source with cloud computing to provide high-efficiency and low-latency computing solutions and build a comprehensive distributed computing system.However,the dis-tributed and internal trust characteristics of edge computing also lead to the problem of fuzzy boundary security.The appear-ance of zero-trust architecture breaks the original static boundary defense mode and makes the device realize dynamic secur-ity in the network.The distributed nature of edge devices however leads to the difficulties of dynamic management in zero-trust architecture,such as complexity and resource limitation.To solve this problem,in this article we propose a digital repu-tation scoring model(DRSM)based on zero trust,which combines with blockchain to realize dynamic access management and authorization in edge computing environment.This scheme is helpful to solve the problem of fuzzy boundary security and reduce the impact of malicious attacks on the system.The simulation results showed that the proposed model could effect-ively reduce the access of abnormal edge devices and improve the security of the system.

edge computingzero trustreputation management model

许佳文、王聪、熊昱雯、张翼英

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天津科技大学人工智能学院,天津 300457

边缘计算 零信任 信誉管理模型

2024

天津科技大学学报
天津科技大学

天津科技大学学报

影响因子:0.269
ISSN:1672-6510
年,卷(期):2024.39(5)