dc.contributor.author | Høst, Anders Mølmen | |
dc.contributor.author | Lison, Pierre | |
dc.contributor.author | Moonen, Leon | |
dc.date.accessioned | 2024-01-22T07:23:34Z | |
dc.date.available | 2024-01-22T07:23:34Z | |
dc.date.created | 2023-06-27T13:19:41Z | |
dc.date.issued | 2023 | |
dc.identifier.isbn | 978-99-1621-999-7 | |
dc.identifier.uri | https://hdl.handle.net/11250/3112916 | |
dc.description.abstract | Knowledge graphs have shown promise for several cybersecurity tasks, such as vulnerability assessment and threat analysis. In this work, we present a new method for constructing a vulnerability knowledge graph from information in the National Vulnerability Database (NVD). Our approach combines named entity recognition (NER), relation extraction (RE), and entity prediction using a combination of neural models, heuristic rules, and knowledge graph embeddings. We demonstrate how our method helps to fix missing entities in knowledge graphs used for cybersecurity and evaluate the performance. | |
dc.description.abstract | Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database | |
dc.language.iso | eng | en_US |
dc.relation.ispartof | Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa) | |
dc.relation.uri | https://dspace.ut.ee/bitstream/handle/10062/89899/75.pdf?sequence=1&isAllowed=y | |
dc.rights | Navngivelse-Ikkekommersiell-DelPåSammeVilkår 4.0 Internasjonal | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/deed.no | * |
dc.title | Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database | en_US |
dc.title.alternative | Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database | en_US |
dc.type | Chapter | en_US |
dc.description.version | publishedVersion | |
cristin.ispublished | true | |
cristin.fulltext | original | |
dc.identifier.cristin | 2158644 | |
dc.source.pagenumber | 386-391 | en_US |
dc.relation.project | Norges forskningsråd: 332139 | |
dc.subject.nsi | VDP::Datateknologi: 551 | |
dc.subject.nsi | VDP::Computer technology: 551 | |