task_categories:token-classification language:en region:us code
---
task_categories:
- token-classification
language:
- en
tags:
- code
---
The data in this datasets repository is associated with the following NER models to identify 6 vulnerability types in Python source code:
  
https://huggingface.co/mmeberg/RoRo_PyVulDet_NER
  
https://huggingface.co/mmeberg/RoCo_PyVulDet_NER
  
https://huggingface.co/mmeberg/DiDi_PyVulDet_NER
  
https://huggingface.co/mmeberg/CoRo_PyVulDet_NER
  
https://huggingface.co/mmeberg/CoCo_PyVulDet_NER

In addition, a manuscript paper has been submitted detailing this work to the DevSecOps: Advances for Secure Software Development special issue in Computers & Security.
This research is part of an in-progess dissertation for George Washington University. 