Quotation Kiesling, Elmar, Ekelhart, Andreas, Kurniawan, Kabul. 2019. The SEPSES Knowledge Graph: An Integrated Resource for Cybersecurity. Lecture Notes in Computer Science (LNCS). 198-214.


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Abstract

This paper introduces an evolving cybersecurity knowledge graph that integrates and links critical information on real-world vulnerabilities, weaknesses and attack patterns from various publicly available sources. Cybersecurity constitutes a particularly interesting domain for the development of a domain-specific public knowledge graph, particularly due to its highly dynamic landscape characterized by time-critical, dispersed, and heterogeneous information. To build and continually maintain a knowledge graph, we provide and describe an integrated set of resources, including vocabularies derived from well-established standards in the cybersecurity domain, an ETL workflow that updates the knowledge graph as new information becomes available, and a set of services that provide integrated access through multiple interfaces. The resulting semantic resource offers comprehensive and integrated up-to-date instance information to security researchers and professionals alike. Furthermore, it can be easily linked to locally available information, as we demonstrate by means of two use cases in the context of vulnerability assessment and intrusion detection.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Journal article
Journal Lecture Notes in Computer Science (LNCS)
WU-Journal-Rating new STRAT-C
Language English
Title The SEPSES Knowledge Graph: An Integrated Resource for Cybersecurity
Year 2019
Page from 198
Page to 214
Reviewed? Y
URL http://link.springer.com/content/pdf/10.1007/978-3-030-30796-7_13
DOI http://dx.doi.org/10.1007/978-3-030-30796-7_13
Open Access N

Associations

People
Kiesling, Elmar (Details)
Ekelhart, Andreas (Details)
Kurniawan, Kabul (Details)
Organization
Institute for Data, Process and Knowledge Management (AE Polleres) (Details)
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