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使用IOTA-MAM进行安全边缘传输的轻量级数据保护框架.
Fei Lu1,2, Haojing Huang2, Zhiming Cai3
1Faculty of Data Science, City University of Macau, Macau, China.
Science progress
|October 27, 2025
概括
本研究介绍了一种使用IOTA-MAM进行安全边缘计算的轻量级数据保护框架. 该系统增强了数据完整性和隐私,同时减少了资源有限的边缘设备的计算负载.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 分布式系统 分布式系统
背景情况:
- 边缘计算需要轻量级,高效的安全解决方案.
- 传统方法不适合资源有限的边缘环境.
研究的目的:
- 为安全边缘传输提出轻量级数据保护框架.
- 使用IOTA-MAM来增强数据完整性,隐私,并防止边缘改.
主要方法:
- 优化掩盖身份验证消息 (MAM) 以实现高效的批量消息处理.
- 实施了一个使用IOTA用于边缘数据安全的框架.
主要成果:
- 在高负载下 (2400个节点,8万个任务) 实现了85.7%的回忆率.
- 保持了11.2%的任务失败率和6.5秒的平均服务延迟.
- 证明了安全性,吞吐量和延迟之间的平衡.
结论:
- 拟议的框架为边缘计算提供了强大的隐私和完整性.
- 它减少了运营开销,提供了一个实用且可扩展的解决方案.
- 满足现代边缘应用程序的安全性和响应性需求.
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