NLP for Automated Vulnerability Disclosure β€” BERT NER

Task: token-classification (NER) for security vulnerability reports. Tags: token-classification, ner, security, cve, cvss

Usage

from transformers import BertTokenizerFast, BertForTokenClassification
tok = BertTokenizerFast.from_pretrained("ARUNAGIRINATHAN/vuln-ner-bert")
model = BertForTokenClassification.from_pretrained("ARUNAGIRINATHAN/vuln-ner-bert")

license: apache-2.0

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Dataset used to train ARUNAGIRINATHAN/vuln-ner-bert