Quantitative Intrusion Intensity Assessment Using Important Feature Selection and Proximity Metrics.
Sang Min LeeDong Seong KimYoungHyun YoonJong Sou ParkPublished in: PRDC (2009)
Keyphrases
- feature selection
- intrusion detection
- chi squared
- intrusion detection system
- mutual information
- feature space
- feature selection algorithms
- network security
- image intensity
- proximity measures
- quantitative measures
- feature weighting
- information gain
- model selection
- quantitative and qualitative
- software defect prediction
- machine learning
- intensity values
- feature extraction
- text categorization
- feature set
- support vector machine
- qualitative and quantitative
- support vector
- discriminative features
- irrelevant features
- data mining
- alert correlation
- redundant features
- classification accuracy
- knn
- quality metrics
- selected features
- multi class
- text classification
- classification models
- microarray data