工业4.0时代影响增材制造系统的安全漏洞:综述

S. Rambabu, N. Rao, M. Ramakotaiah, J. Raju, J. Venumurali
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引用次数: 0

摘要

工业4.0概念是指智能制造系统与机器学习、物联网(IoT)、大数据、增强现实、增材制造/3D打印和网络安全技术等发达信息技术的融合。本文介绍了增材制造系统在设计阶段、制造阶段、后处理阶段和测试阶段的潜在漏洞及其影响。研究发现,恶意修改3D CAD文件、。stl文件、刀具路径或G-code文件,可以通过引入内部空洞、修改外表面几何形状或改变打印机固件来改变激光功率强度、扫描策略和层厚,从而影响增材制造零件的质量和功能性能。此外,从振动、声学、热、磁和功率发射数据中获得的侧通道泄漏信息可以用来重建原始产品的设计和制造条件。最后,本文总结了增材制造系统网络安全对于实现预期质量和生产率的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Security Vulnerabilities Affecting on Addititve Manufacturing Systems in the Era of Industry 4.0: An Extensive Review
The Industry 4.0 concept refers to the integration of the smart manufacturing systems with the developed information technologies such as machine learning, internet of things (IoT), big data, augmented reality, additive manufacturing/3D printing, and cyber security technologies. This paper presents the potential vulnerabilities and their affects on the additive manufacturing systems at various stages including design phase, manufacturing phase, post-processing and testing phase. It was found that the malicious modification of 3D CAD file, .STL file, toolpath or G-code file affects on the quality and functional performance of the additive manufactured parts by means of introducing the internal voids, modify the external surface geometry, or alter the printer firmware to change the laser power intensity, scanning strategy, and layer thickness. Furthermore, the side-channel leakage of information from the vibration, acoustic, thermal, magnetic and power emissions data could be used to reconstruct the original product design and manufacturing conditions. Finally, the paper concludes the importance of cybersecurity of additive manufacturing systems in order to achieve the desired quality and productivity.
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