This directory contains the code related to experiment 1.
- Install the required packages
- Open and run the jupiter notebook
intrusion_detection.ipynb
The dataset IDS2017_subset.csv is created from the Intrusion detection evaluation dataset - CICIDS2017
Iman Sharafaldin, Arash Habibi Lashkari, and Ali A. Ghorbani, “Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization”, 4th International Conference on Information Systems Security and Privacy (ICISSP), Portugal, January 2018
The LTN implementation Intrusion_detection.ipynb is based on an example implementation from logictensornetworks
Badreddine, Samy, Artur d'Avila Garcez, Luciano Serafini, and Michael Spranger. "Logic tensor networks." Artificial Intelligence 303 (2022): 103649