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CyNER: A Python Library for Cybersecurity Named Entity Recognition. (arXiv:2204.05754v1 [cs.CR])
April 13, 2022, 1:20 a.m. | Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
cs.CR updates on arXiv.org arxiv.org
Open Cyber threat intelligence (OpenCTI) information is available in an
unstructured format from heterogeneous sources on the Internet. We present
CyNER, an open-source python library for cybersecurity named entity recognition
(NER). CyNER combines transformer-based models for extracting
cybersecurity-related entities, heuristics for extracting different indicators
of compromise, and publicly available NER models for generic entity types. We
provide models trained on a diverse corpus that users can readily use. Events
are described as classes in previous research - MALOnt2.0 (Christian et …
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