Robust Distributed Anomaly Detection Using Optimal Weighted One-Class Random Forests.
Yu-Lin TsouHong-Min ChuCong LiShao-Wen YangPublished in: ICDM (2018)
Keyphrases
- anomaly detection
- random forests
- random forest
- intrusion detection
- decision trees
- randomized trees
- anomalous behavior
- network intrusion detection
- network traffic
- machine learning algorithms
- ensemble methods
- logistic regression
- intrusion detection system
- detecting anomalies
- network anomaly detection
- unsupervised learning
- one class support vector machines
- data sets
- negative selection algorithm
- dimensionality reduction
- object recognition
- bayesian networks
- computer vision
- genetic algorithm
- machine learning