Developing an ontology for cyber security knowledge graphs

Michael Iannacone, Shawn Bohn, Grant Nakamura, John Gerth, Kelly Huffer, Robert Bridges, Erik Ferragut, John Goodall

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

100 Scopus citations

Abstract

In this paper we describe an ontology developed for a cyber security knowledge graph database. This is intended to provide an organized schema that incorporates information from a large variety of structured and unstructured data sources, and includes all relevant concepts within the domain. We compare the resulting ontology with previous efforts, discuss its strengths and limitations, and describe areas for future work.

Original languageEnglish
Title of host publicationProceedings of the 10th Annual Cyber and Information Security Research Conference, CISRC 2015
PublisherAssociation for Computing Machinery
ISBN (Electronic)9781450333450
DOIs
StatePublished - Apr 7 2015
Event10th Annual Cyber and Information Security Research Conference, CISRC 2015 - Oak Ridge, United States
Duration: Apr 6 2015Apr 8 2015

Publication series

NameACM International Conference Proceeding Series
Volume06-08-April-2015

Conference

Conference10th Annual Cyber and Information Security Research Conference, CISRC 2015
Country/TerritoryUnited States
CityOak Ridge
Period04/6/1504/8/15

Keywords

  • Cyber security
  • Information extraction
  • Ontology architecture
  • Security automation

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