Ensemble Methods for Anomaly Detection Based on System Log.
Xuze XiaWei ZhangJianhui JiangPublished in: PRDC (2019)
Keyphrases
- anomaly detection
- ensemble methods
- prediction accuracy
- benchmark datasets
- intrusion detection
- decision trees
- machine learning methods
- random forests
- network traffic
- ensemble learning
- base classifiers
- network intrusion detection
- intrusion detection system
- detecting anomalies
- one class support vector machines
- network anomaly detection
- bootstrap sampling
- detect anomalies
- anomalous behavior
- unsupervised learning
- multi class
- pairwise
- real world
- hidden markov models
- object recognition
- data mining