Optimizing feature selection in intrusion detection systems: Pareto dominance set approaches with mutual information and linear correlation.
Guilherme Nunes Nasseh BarbosaMartin Esteban Andreoni LopezDiogo Menezes Ferrazani MattosPublished in: Ad Hoc Networks (2024)
Keyphrases
- mutual information
- intrusion detection system
- feature selection
- linear correlation
- intrusion detection
- computer networks
- machine learning
- image registration
- network traffic
- data mining techniques
- text classification
- unsupervised learning
- upper bound
- computer security
- normal behavior
- feature space
- conditional mutual information
- network intrusion detection systems