JOURNAL ARTICLE

Research the information security risk assessment technique based on Bayesian network

Abstract

Information security risk assessment is a new technology in China, there are so many difficulties in its application. In this paper, we introduced Bayesian network into information security risk assessment system based on risk analysis studies. Firstly, we create a risk assessment model based on Bayesian network, which used probabilistic reasoning to seek value at risk and combined with expert knowledge. And then we give a risk assessment model system architecture network based on Bayesian analysis and the corresponding security knowledge base in detail. Finally, we present an implementation of risk analysis module based on Bayesian network, and used it to analyze an example. We believe that the model of information security risk assessment based on Bayesian analysis is an effective model of risk assessment system.

Keywords:
Bayesian network Computer science Risk analysis (engineering) Risk assessment Network security Information security Bayesian probability Data mining Knowledge base Artificial intelligence Data science Machine learning Computer security

Metrics

26
Cited By
1.39
FWCI (Field Weighted Citation Impact)
16
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Information and Cyber Security
Physical Sciences →  Computer Science →  Information Systems
Advanced Decision-Making Techniques
Physical Sciences →  Computer Science →  Information Systems
Software Engineering Research
Physical Sciences →  Computer Science →  Information Systems

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