URL analyzer to determine if it is malicious or not.

Base project with which I won the hackathon of the DragonJar conf computer security event

install

create a virtual env uv venv

source .venv/bin/activate

Run model

python models.py

Config for run microservice

In server.py put the path where your model has been exported from the models.py file

vectorizer_path = './models/vectorizer.joblib'
loaded_model = load(model_path)

web sources

https://medium.com/bitgrit-data-science-publication/forget-pip-install-use-this-instead-754863c58f1e