Robust PCA for Anomaly Detection in Cyber Networks.
Randy C. PaffenrothKathleen KayLes ServiPublished in: CoRR (2018)
Keyphrases
- anomaly detection
- intrusion detection
- principal component analysis
- tensor analysis
- intrusion detection system
- network anomaly detection
- anomalous behavior
- detecting anomalies
- network traffic
- behavior analysis
- network intrusion detection
- computer networks
- sparse pca
- unsupervised anomaly detection
- computer security
- negative selection algorithm
- network security
- feature space
- unsupervised learning
- detecting anomalous
- network intrusion
- dimensionality reduction
- bayesian networks
- feature extraction
- text mining
- k means
- detect anomalies
- high dimensional
- one class support vector machines
- data sets
- clustering algorithm
- connectionist systems
- cumulative sum
- learning algorithm