In this project " Phishing urls detection using AI" in which to make the AI model we collected the data from Kaggle Platform and then we fix the Null values after the Data- Pre- processing we used Random Forest Classifier Algorithm to make my model perfect to predict that whether a Url is Legitimate or Phishing With the Accuracy score of 97% which is the excellent score that our Model predicts.

Because Now a days we get some link through Messages , WhatsApp , Instagram, etc which is looking like genuine one but in real it's Phishing urls, so to predict that links whether it is safe to use or not we build a AI Model which predict that the link that we get is safe to use  or not

Built With

  • algorithm
  • classifier
  • collaboratory
  • data
  • forest
  • google
  • matplotlib
  • numpy
  • pandas
  • platform
  • pre-processing
  • random
  • seaborn
  • xg-boost
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