DOAJ Open Access 2020

Research on Network Risk Evaluation Method Based on a Differential Manifold

Xiaolin Zhao Yiman Zhang Jingfeng Xue Chun Shan Zhen Liu

Abstrak

With the rapid development of networks, network security is a serious problem. To evaluate a network accurately, this paper proposes a network risk evaluation method based on a differential manifold (DM) and research on traditional methods. The DM divides the network risk evaluation into network structure risk and network behavior risk evaluations. Network structure risk evaluates the network identity, and network behavior risk evaluates the attack and defense of the network. Network assets and asset vulnerabilities characterize a network, and the analytic hierarchy process (AHP) and the Common Vulnerability Scoring System (CVSS) are combined to evaluate the network identity. Network behavior causes high-dimensional indicator changes, and DMs are used to measure network behavior. To examine the effectiveness and accuracy of DMs, two experiments were performed. The experimental results show that the DM method is valid and accurate for evaluating network risk.

Topik & Kata Kunci

Electrical engineering. Electronics. Nuclear engineering

Penulis (5)

Xiaolin Zhao

Yiman Zhang

Jingfeng Xue

Chun Shan

Zhen Liu

Format Sitasi

APA MLA BibTeX

Zhao, X., Zhang, Y., Xue, J., Shan, C., Liu, Z. (2020). Research on Network Risk Evaluation Method Based on a Differential Manifold. https://doi.org/10.1109/ACCESS.2020.2985547

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Informasi Jurnal

Tahun Terbit: 2020
Sumber Database: DOAJ
DOI: 10.1109/ACCESS.2020.2985547
Akses: Open Access ✓