Unsupervised Ensemble Anomaly Detection Using Time-Periodic Packet Sampling.
Masato UchidaShuichi NawataYu GuMasato TsuruYuji OiePublished in: IEICE Trans. Commun. (2012)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- one class support vector machines
- unsupervised learning
- novelty detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- semi supervised
- normal traffic
- intrusion detection system
- network traffic
- detecting anomalous
- ensemble methods
- detect anomalies
- ensemble learning
- computer security
- training data
- network anomaly detection
- neural network
- supervised learning
- learning algorithm
- decision trees
- data sets
- pattern recognition
- feature selection
- data mining