网络与信息安全学报 ›› 2020, Vol. 6 ›› Issue (6): 121-127.doi: 10.11959/j.issn.2096-109x.2020082

• 学术论文 • 上一篇    下一篇

基于多层模糊综合评估的隐私保护效果评估方法

俞艺涵1,2(),付钰2,吴晓平2   

  1. 1 海军航空航天大学教练机模拟训练中心,辽宁 葫芦岛 125001
    2 海军工程大学信息安全系,湖北 武汉 430033
  • 修回日期:2020-08-20 出版日期:2020-12-15 发布日期:2020-12-16
  • 作者简介:俞艺涵(1992- ),男,浙江金华人,海军工程大学博士生,主要研究方向为信息安全、模拟仿真、隐私保护|付钰(1982- ),女,湖北武汉人,博士,海军工程大学副教授,主要研究方向为信息安全风险评估|吴晓平(1961- ),男,山西新绛人,博士,海军工程大学教授、博士生导师,主要研究方向为系统分析与决策
  • 基金资助:
    国家自然科学基金(61672531);网络空间安全重点专项(SQ2018YFGX210002-04)

Evaluation method of privacy protection effect based on multi-layer fuzzy comprehensive evaluation

Yihan YU1,2(),Yu FU2,Xiaoping WU2   

  1. 1 Flight Simulation Training Center,Navy Aviation University,Huludao 125001,China
    2 Naval University of Engineering,Wuhan 430033,China
  • Revised:2020-08-20 Online:2020-12-15 Published:2020-12-16
  • Supported by:
    The National Natural Science Foundation of China(61672531);Cyberspace Security Special Project(SQ2018YFGX210002-04)

摘要:

针对由单一数据层面进行隐私保护效果评估无法刻画网络环境整体隐私保护效果的问题,借助模糊综合评估方法,从数据全生命周期凝练隐私保护效果影响因子,通过分区块、多层次地模糊综合评估,并依据数据隐私差异确定各因子与各区块权重,综合计算得到网络环境整体隐私保护效果评估结果。实例分析表明,该方法可行有效。

关键词: 隐私保护, 隐私保护效果评估, 模糊综合, 多层次

Abstract:

Aiming at the problem that the evaluation of the privacy protection effect from a single data level cannot describe the overall privacy protection effect of the network environment,with the help of the fuzzy comprehensive evaluation method,the privacy protection effect influencing factors were condensed from the entire life cycle of the data.According to the data privacy differences,the factors and block weights were determined,and the overall calculation results of the overall privacy protection effect of the network environment were obtained.Case analysis shows that the proposed method is feasible and effective.

Key words: privacy protection, evaluation of privacy protection effect, fuzzy synthesis, multi-level

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