对隐私意识的物联网个人数据存储系统审查
George P Pinto1,2, Praveen Kumar Donta3, Schahram Dustdar3
1Institute of Computing, Federal University of Bahia, Canela 40170-110, Brazil.
Sensors (Basel, Switzerland)
|April 13, 2024
概括
物联网 (IoT) 数据提供了好处,但也引发了隐私问题. 很少有研究解决物联网隐私问题,更少的研究利用个人数据存储 (PDS) 为解决方案.
科学领域:
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
- 网络安全 网络安全
背景情况:
- 物联网 (IoT) 数据推动了智能城市和医疗保健方面的创新.
- 收集个人物联网数据引入了重要的隐私保护挑战.
- 现有的研究缺乏对物联网隐私问题和解决方案的全面分析.
研究的目的:
- 系统地审查和综合物联网隐私问题的最新情况.
- 评估个人数据存储 (PDS) 技术在解决物联网隐私问题的作用.
- 确定物联网隐私研究中的研究差距和趋势.
主要方法:
- 在2023年之前发表的49项精选研究的系统映射审查.
- 分析文献,重点关注隐私问题和物联网中的基于PDS的解决方案.
- 根据定义的研究问题对发现进行分类和解释.
主要成果:
- 只有大约20%的审查作品提出了物联网隐私问题的解决方案.
- 观察到研究兴趣大幅增加,在2018-2023年期间发表了82%的研究.
- 个人数据存储 (PDS) 解决方案的探索有限,只有两个研究使用它们.
结论:
- 物联网隐私仍然是一个关键的研究领域,越来越多的文献.
- 需要更多的研究和开发有效的隐私保护解决方案,特别是利用PDS的解决方案.
- 未来的研究应该专注于PDS的实际实施和评估,以提高物联网数据安全性.
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