About
ExoPassword is a Password Strength Analyzing module that combines Machine Learning, rule-based scoring, and breach detection to provide detailed insight regarding your passwords.
- Supports password strength evaluation by 4 Machine Learning models
- Rule based password scoring
- Password breach status and breach count
Installation
Python3 is required.
Open terminal and execute:
pip install exopassword
Development Installation
Open terminal and execute:
git clone https://github.com/owaspvit/exo.git
cd exo
pip install --editable .
Other Requirements
Example Usage
from exo.exocore import ExoCore
API_KEY = "" #Enzoic API Key here
SECRET_KEY = "" #Enzoic Secret Key here
exo = ExoCore(API_KEY, SECRET_KEY)
result = exo.results("abc123@12")
print(result)
Output
{
"password": "abc123@12",
"score": 80,
"DecisionTree": {
"score": 1,
"response": "Moderate"
},
"LogisticRegression": {
"score": 1,
"response": "Moderate"
},
"NaiveBayes": {
"score": 1,
"response": "Moderate"
},
"NeuralNetwork": {
"score": 2,
"response": "Strong"
},
"Breached": True,
"BreachCount": 11
}
Machine Learning Models Information
| Model | Training Accuracy | Testing Accuracy |
|---|---|---|
| Decision Tree | 0.981 | 0.926 |
| Logistic Regression | 0.819 | 0.818 |
| Naive Bayes | 0.812 | 0.812 |
| Neural Network | 0.991 | 0.989 |
Links
Contributing
Before creating an issue, please ensure that it hasn't already been reported/suggested.
The issue tracker is only for bug reports and enhancement suggestions. If you have a question, please ask it in the Discord server instead of opening an issue – you will get redirected there anyway.
If you wish to contribute to the ExoPassword codebase or documentation, feel free to fork the repository and submit a pull request.
Help
If you don't understand something in the documentation, you are experiencing problems, or you just need a gentle nudge in the right direction, please don't hesitate to join our Discord Server.
Metadata
Release files for exopassword 0.0.8
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| exopassword-0.0.8.tar.gz | 5.1 kB | Without provenance | Details for exopassword-0.0.8.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| exopassword-0.0.8-py3-none-any.whl | Python 3 | none | any | Details for exopassword-0.0.8-py3-none-any.whl |
Total release size: 1.2 MB
Release files / exopassword-0.0.8.tar.gz
| Download URL | exopassword-0.0.8.tar.gz |
|---|---|
| Size | 5.1 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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|
Release files / exopassword-0.0.8-py3-none-any.whl
| Download URL | exopassword-0.0.8-py3-none-any.whl |
|---|---|
| Size | 1.2 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Security for exopassword 0.0.8
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