Computer Intrusion Detection with Classification and Anomaly Detection, Using SVMs.
Mike FugateJames R. GattikerPublished in: Int. J. Pattern Recognit. Artif. Intell. (2003)
Keyphrases
- anomaly detection
- intrusion detection
- support vector
- intrusion detection system
- network intrusion detection
- detecting anomalous
- feature selection
- computer security
- network security
- one class support vector machines
- network traffic
- feature vectors
- unsupervised learning
- unsupervised anomaly detection
- classification accuracy
- training set
- machine learning
- anomalous behavior
- data mining
- detecting anomalies
- support vector machine
- normal behavior
- pattern recognition
- decision trees
- feature space
- information security
- multi class
- network intrusion
- feature extraction
- text classification
- fraud detection
- negative selection algorithm
- model selection
- alert correlation
- data sets
- learning algorithm
- social network analysis
- data mining techniques
- supervised learning