The Use of Ensemble Models for Multiple Class and Binary Class Classification for Improving Intrusion Detection Systems.
Celestine IwendiSuleman KhanJoseph Henry AnajembaMohit MittalMamdouh AleneziMamoun AlazabPublished in: Sensors (2020)
Keyphrases
- misuse detection
- intrusion detection system
- intrusion detection
- network security
- network traffic
- computer networks
- class labels
- network intrusion detection
- machine learning
- binary classification problems
- computer systems
- multi class classification
- model selection
- supervised learning
- probabilistic model
- alert correlation
- network intrusion detection systems
- information security
- training data
- feature selection
- multiple models
- real world