Network Traffic Anomalies, Natural Language Processing, and Random Matrix Theory.
Pedro N. SafierIra S. MoskowitzPublished in: Complex Adaptive Systems (2014)
Keyphrases
- network traffic
- random matrix theory
- anomaly detection
- natural language processing
- intrusion detection
- information extraction
- correlation matrix
- traffic patterns
- detect anomalies
- network security
- machine learning
- network intrusion
- computer networks
- text mining
- intrusion detection system
- network management
- network intrusion detection
- network monitoring
- traffic data
- network traffic data
- unsupervised learning
- internet traffic
- traffic analysis
- detecting anomalous
- pattern recognition
- network bandwidth
- network resources
- non stationary
- traffic engineering
- singular value decomposition
- co occurrence
- long range dependence