[Back]

E. Kiesling, A. Ekelhart, K. Kurniawan, F. Ekaputra:
"The SEPSES knowledge graph: An integrated resource for cybersecurity";
Talk: ISWC 2019 - International Semantic Web Conference, Auckland, New Zealand; 2019-10-26 - 2019-10-30; in: "The Semantic Web - ISWC 2019", (2019), ISBN: 978-3-030-30795-0; 198 - 214.

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 timecritical, 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-todate 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.

Knowledge graph · Cybersecurity · Security vocabularies · Security standards · Security analysis · Intrusion detection

http://dx.doi.org/10.1007/978-3-030-30796-7_13