ids-evaluation-IEEE-big-data

Evaluation code used during the creation of the paper titled 'On the Evaluation and Deployment of Machine Learning Approaches for Intrusion Detection' [1].

Usage

• Install Python 3.8
• Install packages from requirements.txt
• Run main.py (add/remove models or datasets by editing this file)

References

[1] F. Heine, T. Laue and C. Kleiner, "On the Evaluation and Deployment of Machine Learning Approaches for Intrusion Detection", 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4594-4603, doi: 10.1109/BigData50022.2020.9378479.