An Integrated Assessment Scheme of Network Infrastructure Following Security Standards and Specifications

Zhaoyang Li, Hao Duan, Jiarui Lei, Zijiang Yang, Feng Lin, Yumei Li, Zhiwei Zhang
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Abstract

In this intelligent era, with deeper research, faster development, and wider application of information technologies, the network infrastructure plays one more and more important role in data communication and processing that affects almost every field worldwide. Correspondingly, cyberspace security, especially the security of network infrastructure has become elementary for countries and companies. Then, various security standards and specifications have been proposed to guide network infrastructure’s design, development, and operation. Consequently, it is the key to assess whether a network infrastructure is compliant with the related standards and specifications. However, most of the existing security assessment schemes are manual, that is, testers should check all issues depending on their understanding of the network infrastructures and related documents. That results in the lack of accuracy, continuity as well as comprehensiveness. Therefore, in this paper, we propose an Al-based network infrastructure security assessment (ISA-CN) scheme, which concerns China’s current fundamental network infrastructure security assessment related standards and specifications and evaluates the object’s security states with multi-dimensional automatically monitored network traffic data continuously and comprehensively. The analytical and experimental results show that our ISA-CN scheme is suitable for the assessment of real-world network infrastructure systems.
遵循安全标准规范的网络基础设施综合评估方案
在这个智能化时代,随着信息技术研究的深入、发展的加快和应用的广泛,网络基础设施在数据通信和处理中发挥着越来越重要的作用,几乎影响到世界范围内的各个领域。相应地,网络空间安全,特别是网络基础设施的安全,已经成为国家和企业的基本要求。然后,各种安全标准和规范被提出来指导网络基础设施的设计、开发和运行。因此,评估网络基础设施是否符合相关标准和规范是关键。但是,现有的大多数安全评估方案都是手动的,即测试人员应该根据自己对网络基础设施和相关文档的理解来检查所有问题。这导致了准确性、连续性和全面性的缺失。因此,本文提出了一种基于人工智能的网络基础设施安全评估(ISA-CN)方案,该方案结合中国现行的基础网络基础设施安全评估相关标准和规范,利用多维度自动监控的网络流量数据,对对象的安全状态进行持续、全面的评估。分析和实验结果表明,我们的ISA-CN方案适用于实际网络基础设施系统的评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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