---
dataset_info:
  features:
  - name: id
    dtype: string
  - name: title
    dtype: string
  - name: description
    dtype: string
  - name: cpes
    sequence: string
  - name: cvss_v4_0
    dtype: float64
  - name: cvss_v3_1
    dtype: float64
  - name: cvss_v3_0
    dtype: float64
  - name: cvss_v2_0
    dtype: float64
  splits:
  - name: train
    num_bytes: 346193583.5971816
    num_examples: 530151
  - name: test
    num_bytes: 38466171.402818404
    num_examples: 58906
  download_size: 149029861
  dataset_size: 384659755.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---


### Sources of the data


- CVE Program (enriched with data from vulnrichment and Fraunhofer FKIE)
- GitHub Security Advisories
- PySec advisories
- CSAF Red Hat
- CSAF Cisco
- CSAF CISA


Extracted from the database of [Vulnerability-Lookup](https://vulnerability.circl.lu).  
Dumps of the data are available [here](https://vulnerability.circl.lu/dumps/).


### Query with datasets

```python
import json
from datasets import load_dataset

dataset = load_dataset("CIRCL/vulnerability-scores")

vulnerabilities = ["CVE-2012-2339", "RHSA-2023:5964", "GHSA-7chm-34j8-4f22", "PYSEC-2024-225"]

filtered_entries = dataset.filter(lambda elem: elem["id"] in vulnerabilities)

for entry in filtered_entries["train"]:
    print(json.dumps(entry, indent=4))
```