In-Network PCA and Anomaly Detection.
Ling HuangXuanLong NguyenMinos N. GarofalakisMichael I. JordanAnthony D. JosephNina TaftPublished in: NIPS (2006)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- intrusion detection
- network intrusion
- detect anomalies
- principal component analysis
- anomalous behavior
- network intrusion detection
- detecting anomalies
- intrusion detection system
- intrusion prevention
- one class support vector machines
- tensor analysis
- normal behavior
- network security
- sparse pca
- behavior analysis
- unsupervised anomaly detection
- computer networks
- connectionist systems
- network structure
- unsupervised learning
- dimensionality reduction
- detecting anomalous
- computer security
- cumulative sum
- data mining
- normal traffic
- high dimensional
- face recognition
- genetic algorithm