Reservoir-based network traffic stream summarization for anomaly detection.
Mohiuddin AhmedPublished in: Pattern Anal. Appl. (2018)
Keyphrases
- anomaly detection
- network traffic
- high dimensional data streams
- intrusion detection
- streaming data
- intrusion detection system
- network intrusion detection
- data streams
- computer networks
- detecting anomalies
- anomalous behavior
- detecting anomalous
- network security
- traffic analysis
- network intrusion
- network anomaly detection
- traffic data
- internet traffic
- negative selection algorithm
- data analysis
- detect anomalies
- one class support vector machines
- sliding window
- long range dependence
- normal traffic
- non stationary
- databases
- data sets