Extreme Gradient Boosting Based Tuning for Classification in Intrusion Detection Systems.
Ashu BansalSanmeet KaurPublished in: ICACDS (1) (2018)
Keyphrases
- intrusion detection system
- intrusion detection
- gradient boosting
- network security
- anomaly detection
- decision trees
- classification accuracy
- computer systems
- benchmark datasets
- feature space
- text classification
- classification algorithm
- support vector
- data mining techniques
- supervised learning
- training set
- class labels
- feature extraction
- feature selection
- information systems
- classification models
- databases
- data sets
- model selection
- feature vectors
- loss function
- first order logic