Using an Ensemble of One-Class SVM Classifiers to Harden Payload-based Anomaly Detection Systems.
Roberto PerdisciGuofei GuWenke LeePublished in: ICDM (2006)
Keyphrases
- anomaly detection
- svm classifier
- network traffic
- one class support vector machines
- intrusion detection
- support vector machine
- network intrusion detection
- intrusion prevention
- detecting anomalies
- behavior analysis
- anomalous behavior
- intrusion detection system
- network anomaly detection
- network security
- support vector machine svm
- unsupervised learning
- neural network
- computer systems
- support vector
- computer security
- unsupervised anomaly detection
- image classification
- training set
- connectionist systems
- self organizing maps
- detecting anomalous
- kernel function
- probabilistic model
- similarity measure