datthinh1801 / rotational-invariance-in-ids

The Impact of Rotational Invariance on Tree- and Deep Learning-based Network Intrusion Detection System

This is the complementary repository of my research paper The Impact of Rotational Invariance on Tree- and Deep Learning-based Network Intrusion Detection System.

Experiment

Download this repository.

git clone [e-mail]:datthinh1801/rotational-invariance-in-ids.git

Change directory to the project repository.

cd rotational-invariance-in-ids

Install the necessary packages either with pipenv.

pipenv install

Then run the run_experiment.py script.

python3 src/run_experiment.py