Reducing Payload Scans for Attack Signature Matching Using Rule Classification.
Sunghyun KimHeejo LeePublished in: ACISP (2008)
Keyphrases
- pattern recognition
- classification accuracy
- classification rules
- rule learning
- nearest neighbour
- feature selection
- decision trees
- matching algorithm
- rule generation
- rule sets
- feature vectors
- training set
- supervised learning
- support vector machine svm
- classification algorithm
- rule discovery
- classification method
- machine learning
- preprocessing
- classification systems
- automatic classification
- graph matching
- document classification
- data sets
- data mining
- classification process
- pattern classification
- support vector
- network traffic
- machine learning methods
- image matching
- feature space
- high speed