Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198333480> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3198333480 abstract "The continuous increase in sophistication of threat actors over the years has made the use of actionable threat intelligence a critical part of the defence against them. Such Cyber Threat Intelligence is published daily on several online sources, including vulnerability databases, CERT feeds, and social media, as well as on forums and web pages from the Surface and the Dark Web. Named Entity Recognition (NER) techniques can be used to extract the aforementioned information in an actionable form from such sources. In this paper we investigate how the latest advances in the NER domain, and in particular transformer-based models, can facilitate this process. To this end, the dataset for NER in Threat Intelligence (DNRTI) containing more than 300 pieces of threat intelligence reports from open source threat intelligence websites is used. Our experimental results demonstrate that transformer-based techniques are very effective in extracting cybersecurity-related named entities, by considerably outperforming the previous state- of-the-art approaches tested with DNRTI." @default.
- W3198333480 created "2021-09-13" @default.
- W3198333480 creator A5022615164 @default.
- W3198333480 creator A5045426580 @default.
- W3198333480 creator A5052123762 @default.
- W3198333480 creator A5058063953 @default.
- W3198333480 creator A5060890550 @default.
- W3198333480 creator A5065313479 @default.
- W3198333480 creator A5084122016 @default.
- W3198333480 date "2021-07-26" @default.
- W3198333480 modified "2023-10-02" @default.
- W3198333480 title "Named Entity Recognition in Cyber Threat Intelligence Using Transformer-based Models" @default.
- W3198333480 cites W1976339648 @default.
- W3198333480 cites W2004763266 @default.
- W3198333480 cites W2028854421 @default.
- W3198333480 cites W2101553882 @default.
- W3198333480 cites W2143933463 @default.
- W3198333480 cites W2949176808 @default.
- W3198333480 cites W2962739339 @default.
- W3198333480 cites W2970854433 @default.
- W3198333480 cites W2985295082 @default.
- W3198333480 cites W3013136547 @default.
- W3198333480 cites W3129754801 @default.
- W3198333480 doi "https://doi.org/10.1109/csr51186.2021.9527981" @default.
- W3198333480 hasPublicationYear "2021" @default.
- W3198333480 type Work @default.
- W3198333480 sameAs 3198333480 @default.
- W3198333480 citedByCount "6" @default.
- W3198333480 countsByYear W31983334802022 @default.
- W3198333480 countsByYear W31983334802023 @default.
- W3198333480 crossrefType "proceedings-article" @default.
- W3198333480 hasAuthorship W3198333480A5022615164 @default.
- W3198333480 hasAuthorship W3198333480A5045426580 @default.
- W3198333480 hasAuthorship W3198333480A5052123762 @default.
- W3198333480 hasAuthorship W3198333480A5058063953 @default.
- W3198333480 hasAuthorship W3198333480A5060890550 @default.
- W3198333480 hasAuthorship W3198333480A5065313479 @default.
- W3198333480 hasAuthorship W3198333480A5084122016 @default.
- W3198333480 hasBestOaLocation W31983334802 @default.
- W3198333480 hasConcept C119599485 @default.
- W3198333480 hasConcept C127413603 @default.
- W3198333480 hasConcept C136764020 @default.
- W3198333480 hasConcept C144024400 @default.
- W3198333480 hasConcept C165801399 @default.
- W3198333480 hasConcept C168725872 @default.
- W3198333480 hasConcept C201995342 @default.
- W3198333480 hasConcept C2522767166 @default.
- W3198333480 hasConcept C2779135771 @default.
- W3198333480 hasConcept C2780451532 @default.
- W3198333480 hasConcept C3018725008 @default.
- W3198333480 hasConcept C36289849 @default.
- W3198333480 hasConcept C38652104 @default.
- W3198333480 hasConcept C41008148 @default.
- W3198333480 hasConcept C518677369 @default.
- W3198333480 hasConcept C66322947 @default.
- W3198333480 hasConceptScore W3198333480C119599485 @default.
- W3198333480 hasConceptScore W3198333480C127413603 @default.
- W3198333480 hasConceptScore W3198333480C136764020 @default.
- W3198333480 hasConceptScore W3198333480C144024400 @default.
- W3198333480 hasConceptScore W3198333480C165801399 @default.
- W3198333480 hasConceptScore W3198333480C168725872 @default.
- W3198333480 hasConceptScore W3198333480C201995342 @default.
- W3198333480 hasConceptScore W3198333480C2522767166 @default.
- W3198333480 hasConceptScore W3198333480C2779135771 @default.
- W3198333480 hasConceptScore W3198333480C2780451532 @default.
- W3198333480 hasConceptScore W3198333480C3018725008 @default.
- W3198333480 hasConceptScore W3198333480C36289849 @default.
- W3198333480 hasConceptScore W3198333480C38652104 @default.
- W3198333480 hasConceptScore W3198333480C41008148 @default.
- W3198333480 hasConceptScore W3198333480C518677369 @default.
- W3198333480 hasConceptScore W3198333480C66322947 @default.
- W3198333480 hasLocation W31983334801 @default.
- W3198333480 hasLocation W31983334802 @default.
- W3198333480 hasOpenAccess W3198333480 @default.
- W3198333480 hasPrimaryLocation W31983334801 @default.
- W3198333480 hasRelatedWork W1599709871 @default.
- W3198333480 hasRelatedWork W1729411802 @default.
- W3198333480 hasRelatedWork W2748952813 @default.
- W3198333480 hasRelatedWork W3097100271 @default.
- W3198333480 hasRelatedWork W3159690896 @default.
- W3198333480 hasRelatedWork W4200565228 @default.
- W3198333480 hasRelatedWork W4224004808 @default.
- W3198333480 hasRelatedWork W4290710181 @default.
- W3198333480 hasRelatedWork W4367011980 @default.
- W3198333480 hasRelatedWork W2763552679 @default.
- W3198333480 isParatext "false" @default.
- W3198333480 isRetracted "false" @default.
- W3198333480 magId "3198333480" @default.
- W3198333480 workType "article" @default.