Phishing-URL-Detection-Using-ML

Training a Machine Learning Model to detect a URL whether it is a phishing or Legitimate URL

1. Collecting Data

• I have collected Phishing URLs from www.phishtank.org
• Legitimate URLs from Kaggle datasets

2. Data Preprocessing

• Combining the phishing URLs and Legitimate URLs to make a complete dataset of URLs
• performed some data preprocessing techniques on that dataset

3. Features Extraction

• Extracted many features that which makes that URLs Phishing or Legitimate from the URLs in the dataset
• By following the reasearch paper

4. Model Selection