An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance.
Thiago José LucasKelton Augusto Pontara da CostaRafal SchererJoão Paulo PapaPublished in: SMC (2022)
Keyphrases
- intrusion detection system
- ensemble pruning
- intrusion detection
- pruning method
- network security
- pruning algorithms
- anomaly detection
- computer networks
- network traffic
- pruning algorithm
- distributed intrusion detection
- intrusion prevention
- text categorization
- alert correlation
- computer systems
- data partitioning
- multi label learning
- cyber attacks
- normal behavior
- attack scenarios
- databases
- data sets
- clustering algorithm
- feature space
- probabilistic model
- pac learning
- base classifiers
- text classification
- ensemble methods