maa-atk/PasswordStrengthAnalysis

ExoPassword is a Password Strength Analyzing tool which utilizes different Machine Learning models to predict the strength of your passwords.

ExoPassword - Password Strength Analysis

Analyze the strength of your passwords in one click!

To ensure correctness of our results, we output the strength of the password using four different Machine Learning models.

The models used are:

• Logistic Regression
• Naive Bayes
• Decision Tree
• Multi Layer Perceptron Network

The web application is live on http://exo.owaspvit.com/

Steps for Installation

• Clone the project into your PC:

git clone https://github.com/mayanktolani19/PasswordStrengthAnalysis.git

• Install requirements.txt;

pip install -r requirements.txt

Note: Create a virtual environment if you wish to:

virtualenv venv

• Run the project:

python app.py

Note: If the joblib files fail to load it might be because of version mismatch. In that case, try training the models and overwrite the joblib files.

python DecisionTree.py
python LogisticRegression.py
python NaiveBayes.py
python NeuralNetwork.py