The vulnerabilities module provides functions to manipulate security reports from various different tools.

Module vulnerabilities can be installed from PyPI using pip :

pip install vulnerabilities

vulnerabilities is available on PyPI https://pypi.org/project/vulnerabilities/

The documentation is hosted at: https://vulnerabilities.readthedocs.io/en/stable/

The code and issue tracker are hosted on GitHub: https://github.com/damiencarol/vulnerabilities/

• Load reports from different tools
  • Anchore Grype
  • Bandit (https://github.com/PyCQA/bandit)
  • CycloneDX (https://cyclonedx.org/)
  • SARIF (https://www.oasis-open.org/committees/sarif/)

Here's a snapshot, just to give an idea about the power of the package. For more examples, look at the documentation.

Suppose you want to read data from Bandit in pandas. here is the code:

>>> from vulnerabilities.tools.bandit.parser import BanditParser >>> findings = BanditParser().get_findings(open("tests/scans/bandit/report1.json"), None) >>> import pandas as pd >>> df = pd.DataFrame.from_dict(findings) >>> df.loc[:,['title','severity','file_path','line']] title severity file_path line 0 Using xml.sax to parse untrusted XML data is k... Low scripts/bandit/payload.py 1 1 Use of insecure MD2, MD4, MD5, or SHA1 hash fu... Medium scripts/bandit/payload.py 5 2 Use of insecure MD2, MD4, MD5, or SHA1 hash fu... Medium scripts/bandit/payload.py 9 3 Use of assert detected. The enclosed code will... Low scripts/bandit/payload.py 13

All parsers will produce the same data structure with the same attributes.

We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the CONTRIBUTING.md file in the repository.

The vulnerabilities module was written by Damien Carol <damien.carol@gmail.com> in 2021.

It is maintained by:

• Damien Carol <damien.carol@gmail.com> 2021-

All contributions released under the BSD 3-Clause License.