ayushroy64/Password-Strength-Analysis

Password Strength Analysis using Machine Learning Classification Algorithms

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