URL Detector
Malicious URL Detector built utilizing several data mining, machine learning and data science concepts, techniques and algorithms.
Requirements
-
Python3 and pip package manager:
sudo apt install python3 python3-pip build-essential python3-dev -
scikit-learn library:
pip install -U scikit-learn -
xgboost library:
pip install xgboost -
pandas library:
pip install pandas -
Matplotlib library:
pip install matplotlib -
seaborn library:
pip install seaborn -
joblib library:
pip install joblib -
numpy library:
pip install numpy -
To install all dependencies:
./install_dependencies.sh
Execution
python3 main.py