Anomaly Detection via Online Oversampling Principal Component Analysis.
Yuh-Jye LeeYi-Ren YehYu-Chiang Frank WangPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- anomaly detection
- principal component analysis
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- tensor analysis
- network traffic
- network anomaly detection
- unsupervised anomaly detection
- behavior analysis
- computer security
- dimensionality reduction
- detect anomalies
- one class support vector machines
- negative selection algorithm
- independent component analysis
- detecting anomalous
- intrusion detection system
- data processing
- cumulative sum
- network security
- unsupervised learning
- data mining
- support vector machine
- high dimensional
- pairwise