DocumentCode :
1799824
Title :
A Semantic Knowledge Base Construction Method for Information Security
Author :
Yuangang Yao ; Xiaoyu Ma ; Hui Liu ; Jin Yi ; Xianghui Zhao ; Lin Liu
Author_Institution :
China Inf. Technol. Security Evaluation Center, Beijing, China
fYear :
2014
fDate :
24-26 Sept. 2014
Firstpage :
803
Lastpage :
808
Abstract :
Information security contains many concepts and knowledge entities. As the development of information technology, the complexity of increasing information security knowledge need an overview representation and organization for security analysis and risk evaluation. Ontology as a formal and shareable semantic model, which is often used to define domain knowledge schema, can also be applied for information security knowledge base construction. In this paper, we propose ontology knowledge base construction method for information security, discuss the ontology construction processes, and design the knowledge schema. The ontology contains main concepts in information security and related properties and relations about these concepts with semantics. It supplies related information, such as assets and weakness, to security management and analysis applications. We introduce each step of the proposed method, and valid it using a practical information security knowledge base development.
Keywords :
knowledge based systems; ontologies (artificial intelligence); risk analysis; security of data; formal semantic model; information security analysis; information security knowledge base construction; information security knowledge base development; information technology; knowledge entities; ontology construction processes; ontology knowledge base construction method; risk evaluation; security analysis applications; security management applications; semantic knowledge base construction method; shareable semantic model; Data mining; Information security; Knowledge based systems; Ontologies; Semantics; information security; knowledge base; ontology construction; semantic web;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on
Conference_Location :
Beijing
Type :
conf
DOI :
10.1109/TrustCom.2014.106
Filename :
7011330
Link To Document :
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