Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs.
Wael KhreichEric GrangerAli MiriRobert SabourinPublished in: Pattern Recognit. (2010)
Keyphrases
- anomaly detection
- one class support vector machines
- intrusion detection
- detecting anomalies
- anomalous behavior
- roc curve
- unsupervised anomaly detection
- network intrusion detection
- network traffic
- intrusion detection system
- network security
- training data
- computer security
- malware detection
- unsupervised learning
- training set
- support vector
- receiver operating characteristic
- behavior analysis
- feature selection
- hidden semi markov models
- computer vision
- negative selection algorithm
- machine learning
- detecting anomalous
- network anomaly detection
- decision trees
- data sets
- text classification