2007Unpublished venueRequires access

A Method of Network Security Situation Awareness Based on Rough Set Theory

Hui Wang

Open publisher page 8 citations

Abstract

Network security situation awareness is a hot research field in the network security domain.A method of network security situation awareness based on rough set theory is first used,in which network attack is regarded as the network security factor,and the threat degrees of each security factor or combination of them on network security are analyzed quantitatively,finally network security situation awareness model with three layers—attacks,network services and security situation is established and definite network security situation graph is created by the simulation experiment.The use of RST makes the network security situation awareness system be able to deal with large volumes of network data effectively,generate explainable attack-detection rules,then the influence of network attack on the whole network security can be reflected clearly and intuitively.

About this research paper

What this paper is about

Network security situation awareness is a hot research field in the network security domain.A method of network security situation awareness based on rough set theory is first used,in which network attack is regarded as the network security factor,and the threat degrees of each security factor or combination of them on network security are analyzed quantitatively,finally network security situation awareness model with three layers—attacks,network services and security situation is established and definite network security situation graph is created by the simulation experiment.The use of RST makes the network security situation awareness system be able to deal with large volumes of network data effectively,generate explainable attack-detection rules,then the influence of network attack on the whole network security can be reflected clearly and intuitively.

Why it matters

OpenAlex reports 8 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Network security situation awareness is a hot research field in the network security domain.A method of network security situation awareness based on rough set theory is first used,in which network attack is regarded as the network security factor,and the threat degrees of each security factor or combination of them on network security are analyzed quantitatively,finally network security situation awareness model with three layers—attacks,network services and security situation is established and definite network security situation graph is created by the simulation experiment.The use of RST makes the network security situation awareness system be able to deal with large volumes of network data effectively,generate explainable attack-detection rules,then the influence of network attack on the whole network security can be reflected clearly and intuitively.

Key concepts: Computer science, Network security, Computer security, Network security policy, Rough set, Network Access Control, Asset (computer security), Computer security model

Related papers

Back to paper searchBrowse research topicsOriginal source
A Method of Network Security Situation Awareness Based on Rough Set Theory — Research Paper | ScholarLens