A novel approach to intrusion detection using SVM ensemble with feature augmentation.
Jie GuLihong WangHuiwen WangShanshan WangPublished in: Comput. Secur. (2019)
Keyphrases
- intrusion detection
- intrusion detection system
- support vector
- network traffic
- anomaly detection
- feature vectors
- network security
- feature selection
- network intrusion detection
- detecting anomalous
- training data
- information security
- computer security
- knn
- support vector machine
- high detection rate
- training set
- network attacks
- data mining techniques
- artificial immune
- network intrusion
- data mining
- ensemble learning
- data sets
- alert correlation
- ensemble methods
- multi class