众包框架用于工业网络物理系统的安全测试和验证
Zhenyu Li1,2,3, Yong Ding1,3, Ruwen Zhao3,4
1School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin 541004, China.
Sensors (Basel, Switzerland)
|January 10, 2026
概括
本研究介绍了一种新的分布式众包测试平台,以提高工业网络物理系统 (ICPS) 的安全性. 该框架显著提高了测试和验证的速度,超过了现有的解决方案.
科学领域:
- 网络安全 网络安全
- 工业控制系统 工业控制系统
- 分布式系统 分布式系统
背景情况:
- 工业网络物理系统 (ICPS) 面临越来越多的网络安全威胁,尽管运行时防御.
- 积极的安全评估对于加强ICPS应对复杂攻击至关重要.
研究的目的:
- 为ICPS安全设计和开发一个分布式众包测试平台.
- 为ICPS创建一个分布式输入输出测试和验证框架 (DIOTVF).
主要方法:
- 开发了一个基于ICPS架构的四层云测试平台.
- 实现了DIOTVF,支持空间分离的注入/观察,可控制的延迟和并行执行.
- 集成的动态测试任务管理,异步并发和LLM辅助控制器.
主要成果:
- 原型平台被部署在一个虚拟化的ICPS测试平台上.
- 实验验证证明了测试和验证速度的提高.
- 该框架的性能大约是Apache JMeter的2.6倍.
结论:
- 拟议的DIOTVF为主动ICPS安全测试提供了一个有效的解决方案.
- 分布式众包方法在网络约束下提高了可扩展性和性能.
- 这一框架对于保护关键工业基础设施免受网络威胁至关重要.
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