A real-time hybrid intrusion detection system based on Principle Component Analysis and Self Organizing Maps.
Xiaorong ChengShanshan WenPublished in: ICNC (2010)
Keyphrases
- self organizing maps
- intrusion detection system
- principle component analysis
- intrusion detection
- anomaly detection
- neural network
- distributed intrusion detection
- network intrusion detection
- network traffic
- independent component analysis
- dimension reduction
- unsupervised learning
- alert correlation
- input data
- k means
- misuse detection
- lower dimensional
- face recognition
- feature extraction
- principal components analysis
- svm classifier
- machine learning
- high dimensionality
- reinforcement learning
- feature space
- data mining techniques
- knowledge discovery
- pairwise
- data mining