Edge computing is a paradigm that shifts data processing services to the network edge, where data are generated. While such an architecture provides faster processing and response, among other benefits, it also raises critical security issues and challenges that must be addressed. This paper discusses the security threats and vulnerabilities emerging from the edge network architecture spanning from the hardware layer to the system layer. We further discuss privacy and regulatory compliance challenges in such networks. Finally, we argue the need for a holistic approach to analyze edge network security posture, which must consider knowledge from each layer.
翻译:边缘计算是一种模式,将数据处理服务转移到生成数据的网络边缘,这种结构虽然能提供更快的处理和应对,但除其他好处外,还提出了必须解决的关键性安全问题和挑战。本文讨论了从硬件层到系统层的边缘网络结构产生的安全威胁和脆弱性。我们进一步讨论了这些网络的隐私和监管合规挑战。最后,我们主张需要采用全面的方法来分析边缘网络的安全态势,这必须考虑到每个层面的知识。