Multivariate Correlation Analysis Technique Based on Euclidean Distance Map for Network Traffic Characterization.
Zhiyuan TanAruna JamdagniXiangjian HePriyadarsi NandaRen Ping LiuPublished in: ICICS (2011)
Keyphrases
- training set
- network traffic
- correlation analysis
- distance map
- intrusion detection
- distance transform
- anomaly detection
- voronoi diagram
- regression analysis
- correlation coefficient
- nearest neighbor
- factor analysis
- training data
- cluster analysis
- active learning
- regression model
- intrusion detection system
- euclidean space
- density function
- euclidean distance
- statistical tests
- geodesic distance
- machine learning
- data mining