/Password-Strength-Analysis

Password Strength Analysis using Machine Learning Classification Algorithms

Primary LanguageJavaScriptGNU General Public License v3.0GPL-3.0

Password-Strength-Analysis

Password Strength Recognition using Machine Learning Classification Algorithms

  • Flask(Python web development framework) is used for displaying the results
  • Algorithms used are
    • Decision Trees
    • Logistic Regression
    • Naive Bayes (Bernoulli Distribution Model)
    • Random Forest
    • Neural Network (MLP Classifier)
  • TfidfVectorizer is used for text feature extraction for passwords

Steps:

  1. Install Flask which is a Python web development framework: pip install Flask
  2. Install scikit-learn which is a machine learning library: pip install -U scikit-learn
  3. After installing Flask and scikit-learn, extract the contents in a folder and then run the __init__.py.
  4. Server runs at localhost:5000, type this address in the browser and see all the classification algorithms in action.

Output

output1 output2 output3 output4