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从可扩展输出函数的授权多方私有集交叉点
1Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Antalya Bilim University, Döşemealtı, Antalya, Turkey.
PeerJ. Computer science
|September 24, 2025
概括
本研究介绍了一种新的,高效的私人集交叉协议,只使用可扩展的输出函数. 它使多个方之间的安全数据操作能够实现,而不会影响隐私或需要公钥加密.
科学领域:
- 计算机科学 计算机科学
- 密码学 密码学 密码学 密码学
- 数据 隐私 数据 隐私 数据
背景情况:
- 私人设置操作对于安全的多方数据分析至关重要.
- 对于两个以上的当事人而言,现有的协议往往是低效的.
- 外包私人设置操作可以提高性能,但需要进一步优化.
研究的目的:
- 开发一个高效和实用的私人集交叉协议.
- 消除多方私人集操作中对公钥加密的依赖.
- 提高外包私人集团业务的业绩.
主要方法:
- 开发了一个非交互式的私人集交叉协议.
- 利用可扩展输出函数 (EOF) 的安全性.
- 消除了对公钥加密的需求.
主要成果:
- 在私人集交叉计算中实现了高效率.
- 在不到54秒的时间内展示了10个客户端,16384个元素集的交叉点.
- 在不牺牲数据隐私的情况下展示了显著的性能改进.
结论:
- 拟议的协议为私人设置操作提供了一个实用和有效的解决方案.
- 仅仅依靠EOF安全性来简化和加快计算.
- 这一进步促进了跨多方的安全数据协作.
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