Feature Ranking and Support Vector Machines Classification Analysis of the NSL-KDD Intrusion Detection Corpus.
Ricardo A. CalixRajesh SankaranPublished in: FLAIRS Conference (2013)
Keyphrases
- intrusion detection
- feature ranking
- support vector
- nsl kdd
- feature selection
- anomaly detection
- intrusion detection system
- network security
- classification accuracy
- support vector machine
- network traffic
- machine learning
- loss function
- classification models
- text classification
- feature set
- principal component analysis
- training set
- data analysis
- feature subset
- face recognition
- generalization ability
- clustering algorithm
- real world