ICS_advml_workshop

Workshop on adversarial ML for an Industrial Control System IDS

The data used here is a subset of a dataset collected by researchers at The University of Coimbra.

Original Paper here: Frazão, I., Abreu, P.H., Cruz, T., Araújo, H. and Simões, P., 2018, September. Denial of service attacks: Detecting the frailties of machine learning algorithms in the classification process. In International Conference on Critical Information Infrastructures Security (pp. 230-235). Springer, Cham.

• Thank you to the authors for their help labelling the dataset!

Installation and Preparation

Pre-requisites: Python3 and about 3GB (or more) of storage

Open a command line terminal

1. Clone repo

   git clone https://github.com/mprhode/ICS_advml_workshop.git
   cd ICS_advml_workshop
   

2. We recommend using a virtual environment for these workbooks

   For Mac/Linux with pip:

   python3 -m venv myvenv
   source myvenv/bin/activate
   pip install -r requirements.txt
   python download_data.py