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基于信誉反馈的边缘设备信任评估算法

常敬超 汤红波 游伟

信息工程大学学报2024,Vol.25Issue(4):485-491,7.
信息工程大学学报2024,Vol.25Issue(4):485-491,7.DOI:10.3969/j.issn.1671-0673.2024.04.018

基于信誉反馈的边缘设备信任评估算法

Edge Device Trust Evaluation Algorithm Based on Reputation Feedback

常敬超 1汤红波 1游伟1

作者信息

  • 1. 信息工程大学,河南 郑州 450001
  • 折叠

摘要

Abstract

To address the low accuracy of terminal device trust evaluation in the existing edge comput-ing environment and the inability to effectively deal with the security threats brought by malicious ter-minals to edge network services,an edge device trust evaluation algorithm based on reputation feed-back(EDTERF)is proposed.Firstly,the direct trust is determined based on the history of direct inter-action between devices,and a time attenuation factor is added to consider the timeliness of the trust.Secondly,during the interaction,fuzzy degree of nearness is used to analyze the reliability of device trust feedback and determine the recommended weight of device indirect trust.Finally,dynamic weights are used to fuse direct trust and indirect trust to obtain the global trust degree of the device.Ex-perimental results show that the EDTERF algorithm can effectively resist malicious node attacks and has high reliability.

关键词

边缘计算/信任评估/直接信任/间接信任/模糊贴近度

Key words

edge computing/trust evaluation/direct trust/indirect trust/fuzzy degree of nearness

分类

信息技术与安全科学

引用本文复制引用

常敬超,汤红波,游伟..基于信誉反馈的边缘设备信任评估算法[J].信息工程大学学报,2024,25(4):485-491,7.

基金项目

国家重点研发计划(2022YFB2902204) (2022YFB2902204)

信息工程大学学报

1671-0673

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