IDS

Dataset : Intrusion Detection Evaluation Dataset (CICIDS2017)
Feature Selection : Based on Pearson Correlation and Chi-square distribution
Data Pre-processing : Combine csv files, normalize features, splitting data with cross validation -stratified

Usage

Run preprocessing.py to generate the file that we will be using to train our model.

Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
.ipynb_checkpoints		.ipynb_checkpoints
IDS_ensemble.ipynb		IDS_ensemble.ipynb
Protocols		Protocols
README.md		README.md
Sniffer_1.py		Sniffer_1.py
Vanshika_Model.ipynb		Vanshika_Model.ipynb
extratrees.sav		extratrees.sav
featureSelection.py		featureSelection.py
main_script.py		main_script.py
ml_ids.ipynb		ml_ids.ipynb
models.ipynb		models.ipynb
preprocessing.py		preprocessing.py
sniffer.py		sniffer.py