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以个性化定制为基础的基于网络的制造系统的安全框架:一个工业4.0方法
Muhammad Hammad1, Rashad Maqbool Jillani2, Sami Ullah3
1Faculty of Mechanical Engineering, GIK Institute of Engineering Sciences and Technology, Topi 23640, Pakistan.
Sensors (Basel, Switzerland)
|September 9, 2023
概括
本研究介绍了使用物联网 (IoT) 和移动工业机器人 (MiRs) 进行智能制造的安全框架. 它有效地防止基于网络的制造系统 (NBMS) 中的黑洞攻击 (BHA),确保数据安全和运营效率.
科学领域:
- 智能制造 智能制造是一种智能制造.
- 工业4.0 工业4.0 工业4.0 工业4.0 工业4.0 是一个
- 工业物联网中的网络安全
背景情况:
- 由工业4.0驱动的智能制造利用物联网和自动化实现高效生产.
- 基于网络的制造系统 (NBMS) 与移动工业机器人 (MiR) 增强了适应能力,但面临安全挑战.
- 在支持物联网的制造业中,连接设备的扩散创造了脆弱性,特别是针对黑洞攻击 (BHA) 等攻击.
研究的目的:
- 在工业4.0范式内,为个性化定制工厂提出一个新的框架.
- 为解决物联网支持的NBMS中黑洞攻击 (BHA) 的关键安全挑战.
- 提高使用移动工业机器人 (MiRs) 的制造系统的安全性和效率.
主要方法:
- 开发了一个个性化定制工厂的框架,整合了先进的制造技术.
- 使用NTRUEncrypt密码学和Ad hoc On-Demand距离向量 (AODV) 路由协议实现了支持物联网的NBMS的安全解决方案.
- 使用网络模拟器NS-2.35模拟了拟议的技术,在健康,恶意和安全的网络环境中评估性能.
主要成果:
- 拟议的基于NTRUEncrypt和AODV的方案有效地减轻了模拟的物联网启用NBMS中的黑洞攻击 (BHA).
- 绩效评估证明了该方案在存在恶意节点的情况下的安全性和有效性.
- 分析了关键性能指标,如吞吐量,良好吞吐量,端到端延迟和数据包交付比率.
结论:
- 开发的框架确保了运营效率,并在智能制造中实现了个性化定制.
- 拟议的安全机制保护制造生态系统内的机密数据和通信.
- 这项研究为采用物联网支持制造和移动工业机器人 (MiRs) 的行业提供了宝贵的贡献.
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