• 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