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author:

Gao, X. (Gao, X..) [1] | Liu, Y. (Liu, Y..) [2] | Qiu, Y. (Qiu, Y..) [3] | Liu, H. (Liu, H..) [4]

Indexed by:

Scopus

Abstract:

In a given system network, an important prerequisite for security risk control is how to accurately calculate the impact of different host assets in the topology on the spread of attack risk. In this regard, we propose a comprehensive asset importance assessment model for critical asset protection. First, the importance of local static assets in the topology was evaluated using three methods: degree centrality, mediation centrality, and closeness centrality. At the same time, PageRank was used to assess the importance of local dynamic assets for asset level changes. By combining the above two methods, and using K-CORE to evaluate the core position of the host in the network topology as the global weight indicator of the importance of assets. The comprehensive evaluation results of the importance of topology-oriented assets was finally obtained, and the validity of the model was verified through the experiment of the simulation ER random network. © 2019 Association for Computing Machinery.

Keyword:

Asset importance; Centrality; K-CORE; Key asset protection; PageRank

Community:

  • [ 1 ] [Gao, X.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian, China
  • [ 2 ] [Gao, X.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, Fujian, China
  • [ 3 ] [Liu, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian, China
  • [ 4 ] [Liu, Y.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, Fujian, China
  • [ 5 ] [Qiu, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian, China
  • [ 6 ] [Qiu, Y.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, Fujian, China
  • [ 7 ] [Liu, H.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian, China
  • [ 8 ] [Liu, H.]Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, Fujian, China

Reprint 's Address:

  • [Liu, Y.]College of Mathematics and Computer Science, Fuzhou UniversityChina

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Source :

ACM International Conference Proceeding Series

Year: 2019

Page: 79-83

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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