A webapp based solution which identifies malicious URLs using Machine Learning.
Clone the repository
git clone https://github.com/ASHWINK07/urldetective.git
cd urldetective
Build the model
cd data
python3 rfcmodel.py
Move the model to the main folder
mv RFCmodelfin.pkl ../
Run the webapp
cd ..
python3 app.py
Pull
docker pull ashwink07/urldetective:urldetective
Run
docker run -p 5000:5000 ashwink07/urldetective:urldetective
Open the link displayed in your terminal and
Simply paste any link that you are suspicious about and press GO!!!