Reducing Payload Inspection Cost Using Rule Classification for Fast Attack Signature Matching.
Sunghyun KimHeejo LeePublished in: IEICE Trans. Inf. Syst. (2009)
Keyphrases
- classification rules
- classification systems
- cost sensitive classification
- pattern recognition
- classification scheme
- cost sensitive
- pattern classification
- rule discovery
- total cost
- machine learning methods
- matching algorithm
- rule learning
- rule sets
- classification method
- machine learning
- support vector
- preprocessing
- supervised learning
- association rules
- training set
- classification models
- cost sensitive learning
- nearest neighbour
- support vector machine svm
- feature points
- decision rules
- shape matching
- classification accuracy
- support vector machine
- image classification
- unsupervised learning
- similarity measure
- data sets