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Machine Larning model to predict if a message is phishing or not connected to website where its possible to see results

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Paradis4432/Phishing-Machine-Learning

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DHlastChallenge

Tools Used for AI:

  • plotly
  • scikit-learn
  • matplotlib
  • numpy
  • pandas
  • seaborn
  • cufflinks

Tools Used for Website:

  • node
  • javascript
  • ejs
  • html
  • flask for python server

Machine learning models, created with the goal of predicting if a message is phishing or not Screenshot_22

If correct values are given this will produce first a message Screenshot_23 and a few graphs

NB_confusion_matrix KNN_confusion_matrix LG_confusion_matrix


How to use:

To initialize both servers its necessary to run linkWebsitePython/main.py Note: its mandatory to adapt the path in linkWebsitePython/main.py line 66

and the command node website/index.js

The node server is hosted in port 3000 And the python server is in port 3001

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Machine Larning model to predict if a message is phishing or not connected to website where its possible to see results

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