Intrusion-Resilient Classifier Approximation: From Wildcard Matching to Range Membership.
Giovanni Di CrescenzoLisa BahlerBrian A. CoanKurt RohloffYuriy PolyakovPublished in: TrustCom/BigDataSE (2018)
Keyphrases
- pattern matching
- intrusion detection
- matching algorithm
- training data
- support vector
- approximation algorithms
- feature space
- support vector machine
- wide range
- classifier systems
- anomaly detection
- svm classifier
- classification process
- graph matching
- shape matching
- classification method
- class labels
- minimum error
- multiple classifiers
- matching process
- feature selection
- upper approximation
- intrusion detection system
- training set
- range data
- network security
- error bounds
- linear classifiers
- classification algorithm
- queueing networks
- multi class
- approximation error
- classifier combination
- feature extraction
- decision trees