Unicorn uses an evolutionary modeler to model the benign behavior of the system and detect anomalies.
You can either run our Python scripts directly or use our Makefile template that runs them in a virtual environment together (recommended).
To run modeler manually, you must install numpy, scipy, and sklearn first:
pip install numpy scipy sklearn
You can then run:
python model.py -h
to see the required and optional arguments.
If you want to use a virtual environment, please use the Makefile template and make sure you have virtualenv installed.
You can run
make example
and clean up with:
make clean