维护隐私的多用户图交叉方案用于云辅助物联网中的无线通信
1School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China.
Sensors (Basel, Switzerland)
|April 28, 2025
概括
本研究介绍了云辅助物联网 (IoT) 的安全多用户图交叉方案. 它使用代理重新加密 (PRE) 来有效地保护交叉查询期间的图形数据隐私.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 云计算 云计算 云计算 云计算
背景情况:
- 云辅助的物联网 (IoT) 对智能社会至关重要,解决了传统物联网的局限性.
- 图形数据库和云物联网的进步推动了保护隐私的图形计算的研究.
- 现有的单用户图交集方案对于多用户云物联网环境来说是低效和不安全的.
研究的目的:
- 为云辅助物联网中的多用户查询提出安全和高效的图形交叉方案.
- 为了解决高计算/通信成本和现有方法的关键泄漏风险.
- 为了实现灵活的,保护隐私的图形交叉查询,而无需重复数据所有者加密.
主要方法:
- 实现了使用代理重新加密 (PRE) 的安全图形交叉方案.
- 设计了云辅助物联网环境的方案,以支持多用户交叉查询.
- 数据所有者对图形数据进行一次加密;PRE将其转换为授权用户用其私钥解密.
主要成果:
- 拟议的方案支持灵活的,多用户的图形交叉查询.
- 数据所有者从单一加密中受益,减少计算和通信开销.
- 该系统避免了与现有方法的直接多用户应用相关的秘密密钥泄漏风险.
结论:
- 开发的图形交叉方案对于云辅助物联网来说是安全和实用的.
- 代理重新加密有效地提高了多用户图形计算中的隐私和效率.
- 这项研究有助于在物联网生态系统中推进隐私保护技术.
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