Skip to content

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

Notifications You must be signed in to change notification settings

CynthiaKoopman/Network-Intrusion-Detection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Modelling Intrusion Detection: Analysis of a Feature Selection Mechanism

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection. DecisionTree_IDS.ipynb contains the analysis using Decision Tree Classifier. RandomForest_IDS.ipynb Contains the analysis using Random Forest Classifier.

This work aims to verify the work done by Nkiama, Said and Saidu (2016) in: https://thesai.org/Downloads/Volume7No4/Paper_19-A_Subset_Feature_Elimination_Mechanism_for_Intrusion_Detection_System.pdf