README.md

metadata

arxiv: 2304.00409
dataset_info:
  features:
    - name: func
      dtype: string
    - name: target
      dtype: int64
    - name: cwe
      sequence: string
    - name: project
      dtype: string
    - name: commit_id
      dtype: string
    - name: hash
      dtype: float64
    - name: size
      dtype: int64
    - name: message
      dtype: string
  splits:
    - name: test
      num_bytes: 670935965
      num_examples: 330492
  download_size: 170891799
  dataset_size: 670935965
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*

DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection

This is an unofficial HuggingFace upload of the DiverseVul dataset from "DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection".

Usage:

from datasets import load_dataset

dataset = load_dataset("claudios/DiverseVul")

---

Citation

@article{Chen2023DiverseVulAN,
  title={DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection},
  author={Yizheng Chen and Zhoujie Ding and Lamya Alowain and Xinyun Chen and David A. Wagner},
  journal={Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses},
  year={2023},
  url={https://dl.acm.org/doi/10.1145/3607199.3607242}
}