---
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](https://dl.acm.org/doi/10.1145/3607199.3607242)".

Usage:
```python
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}
}
```