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基于信号博弈的物联网隐私保护研究

和青青 吴国文 张红 沈士根 曹奇英

计算机应用与软件2024,Vol.41Issue(7):263-269,278,8.
计算机应用与软件2024,Vol.41Issue(7):263-269,278,8.DOI:10.3969/j.issn.1000-386x.2024.07.038

基于信号博弈的物联网隐私保护研究

PRIVACY PROTECTION RESEARCH OF INTERNET OF THINGS BASED ON SIGNALING GAMES

和青青 1吴国文 1张红 1沈士根 2曹奇英1

作者信息

  • 1. 东华大学计算机科学与技术学院 上海 201620
  • 2. 绍兴文理学院计算机科学与工程系 浙江绍兴 312000
  • 折叠

摘要

Abstract

Aimed at the IoT with malicious nodes attack,a privacy protection model based on signaling games is proposed.We introduced the parameters such as trust degree and attack severity degree to construct a more complete payment matrix,calculated the benefits of both sides of the game,and analyzed the Bayesian equilibrium in the multi-stage dynamic game according to the Bayesian principle.We solved the optimal detection and attack strategies,and studied the impact of different strategies on the privacy protection of the IoT.Combining simulation experiments,the influence of different factors on optimal privacy protection is verified,and a method to improve the degree of privacy protection of the IoT is proposed.

关键词

信号博弈/物联网/恶意节点/贝叶斯均衡/隐私保护

Key words

Signaling games/Internet of things/Malicious nodes/Bayes equilibrium/Privacy protection

分类

信息技术与安全科学

引用本文复制引用

和青青,吴国文,张红,沈士根,曹奇英..基于信号博弈的物联网隐私保护研究[J].计算机应用与软件,2024,41(7):263-269,278,8.

基金项目

国家自然科学基金项目(61772018). (61772018)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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