|
--- |
|
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} |
|
} |
|
``` |