A Novel Intrusion Detection Model Based on Multi-layer Self-Organizing Maps and Principal Component Analysis.
Jie BaiYu WuGuoyin WangSimon X. YangWenbin QiuPublished in: ISNN (2) (2006)
Keyphrases
- multi layer
- intrusion detection
- self organizing maps
- principal component analysis
- neural network
- intrusion detection system
- anomaly detection
- network intrusion detection
- network traffic
- unsupervised learning
- network security
- neural gas
- neural nets
- dimensionality reduction
- input data
- data mining
- alert correlation
- k means
- image processing
- feature space
- face recognition
- natural language processing
- back propagation
- artificial neural networks
- pattern recognition
- feed forward
- feature extraction
- decision trees
- genetic algorithm
- information retrieval
- detecting anomalous
- network intrusions
- intrusion prevention