Robust traffic anomaly detection with principal component pursuit.
Atef AbdelkefiYuming JiangWei WangArne ØslebøOlav KvittemPublished in: StudentWorkshop@CoNEXT (2010)
Keyphrases
- anomaly detection
- principal components
- network traffic
- intrusion detection
- detect anomalies
- detecting anomalies
- anomalous behavior
- intrusion detection system
- network intrusion detection
- unsupervised anomaly detection
- network anomaly detection
- principal component analysis
- behavior analysis
- dimensionality reduction
- network security
- normal traffic
- negative selection algorithm
- detecting anomalous
- computer security
- kernel space
- network intrusion
- machine learning
- traffic flow
- neural network
- malware detection
- computer networks
- one class support vector machines
- active learning
- principal component regression