harishsambasivam/url-classifier

URL classifier using 1D Convolutional neural network and tensorflowJS

URL Classifier using 1D CNN

Phish Recon is a URL classifier which use 1D CNN for classification. We converted keras model to tensorflowJS model and predicting the URL in browser itself using tensorFlowJS. Previously we tried some machine learning techniques click here for code and decided to use 1D CNN based on classification metrices.

• Classifier Notebook in Kaggle
• Backend flask server

Technologies learned and used in this project:

• Scikit learn
• Tensorflow
• AngularJS
• Google Chrome extension
• TensorflowJS
• Python Flask

Paper is published on IJCRT Journal Click here to read

Teammates:

• Venkataramanan M
• suraj B

Our special thanks of gratitude to our project guide Ms.T.Veni Priya M.tech.,ph.D who gave us the golden opportunity to do this wonderful project on the topic (URL Classifier), which also helped me in doing a lot of Research and we came to know about so many new things.