Intelligent Clustering with PCA and Unsupervised Learning Algorithm in Intrusion Alert Correlation.
Maheyzah Md SirajMohd Aizaini MaarofSiti Zaiton Mohd HashimPublished in: IAS (2009)
Keyphrases
- alert correlation
- intrusion detection
- learning algorithm
- intrusion detection system
- unsupervised learning
- k means
- principal components analysis
- anomaly detection
- supervised learning
- attack scenarios
- principal component analysis
- attack graph
- clustering algorithm
- clustering method
- feature extraction
- unsupervised manner
- cluster validation
- spectral clustering
- active learning
- dimensionality reduction
- information bottleneck
- network security
- machine learning
- discriminant projection
- self organizing maps
- principal components
- semi supervised
- training data
- real world
- linear discriminant analysis
- data points
- network intrusion detection
- recommender systems
- data analysis
- reinforcement learning
- face recognition
- information systems
- web people search