Credential Sweeper
Project description
CredSweeper
Table of Contents
- Introduction
- How To Use
- Overall Architecture
- Retrain Model
- License
- How to Get Involved
- How to Contact
Introduction
CredSweeper is a tool to detect credentials in any directories or files. CredSweeper could help users to detect unwanted exposure of credentials (such as personal information, token, passwords, api keys and etc) in advance. By scanning lines, filtering, and using AI model as option, CredSweeper reports lines with possible credentials, where the line is, and expected type of the credential as a result.
Full documentation can be found here: https://credsweeper.readthedocs.io/
How To Use
Main Requirements
- Python 3.7, 3.8, 3.9
Installation
Details here.
pip install credsweeper[ml]
Run
Get all argument list:
python -m credsweeper --help
Run CredSweeper:
python -m credsweeper --ml_validation --path tests/samples/password --save-json output.json
To check JSON file run:
cat output.json
[
{
"rule": "Password",
"severity": "medium",
"line_data_list": [
{
"line": "password = \"cackle!\"",
"line_num": 1,
"path": "tests/samples/password",
"entropy_validation": false
}
],
"api_validation": "NOT_AVAILABLE",
"ml_validation": "VALIDATED_KEY"
}
]
Tests
To run all tests:
python -m pytest --cov=credsweeper --cov-report=term-missing -s tests/
To run only tests independent from external api:
python -m pytest -m "not api_validation" --cov=credsweeper --cov-report=term-missing -s tests/
Benchmark
We have a dataset for testing credential scanners that called CredData. If you want to test CredSweeper with this dataset please check here.
Overall Architecture
To check overall architecture of CredSweeper please check here.
Retrain Model
If you want to check how model was trained or retrain it on your own data, please refer to the experiment folder
License
The CredSweeper is an Open Source project released under the terms of MIT License V2.
How to Get Involved
In addition to developing under an Open Source license, A use an Open Source Development approach, welcoming everyone to participate, contribute, and engage with each other through the project.
Project Roles
A recognizes the following formal roles: Contributor and Maintainer. Informally, the community may organize itself and give rights and responsibilities to the necessary people to achieve its goals.
Contributor
A Contributor is anyone who wishes to contribute to the project, at any level. Contributors are granted the following rights, to:
- Contribute code, documentation, translations, artwork, and etc.
- Report defects (bugs) and suggestions for enhancement.
- Participate in the process of reviewing contributions by others.
If you want to participate in the project development, check out the how to contribute guideline in advance.
Contributors who show dedication and skill are rewarded with additional rights and responsibilities. Their opinions weigh more when decisions are made, in a fully meritocratic fashion.
Maintainer
A Maintainer is a Contributor who is also responsible for knowing, directing and anticipating the needs of a given a Module. As such, Maintainers have the right to set the overall organization of the source code in the Module, and the right to participate in the decision-making. Maintainers are required to review the contributor’s requests and decide whether to accept or not.
How to Contact
Please post questions, issues, or suggestions into Issues, This is the best way to communicate with the developer.
Project details
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