Using KPCA feature selection and fusion for intrusion detection.
Ruixia ZhangGuojian ZhiPublished in: ICNC (2010)
Keyphrases
- intrusion detection
- feature selection
- anomaly detection
- feature space
- intrusion detection system
- network traffic
- network security
- detecting anomalous
- high detection rate
- network intrusion detection
- feature extraction
- face recognition
- feature set
- network intrusion
- data mining
- false positives and false negatives
- machine learning
- computer security
- information security
- text classification
- data mining techniques
- feature vectors
- unsupervised learning
- support vector
- network attacks
- classification accuracy
- dimensionality reduction
- alert correlation
- cyber security
- learning algorithm
- object recognition
- artificial immune
- knn
- multi class
- semi supervised
- model selection