Improving Data Generalization With Variational Autoencoders for Network Traffic Anomaly Detection.
Mehrnoosh MonshizadehVikramajeet KhatriMarah GamdouRaimo KantolaZheng YanPublished in: IEEE Access (2021)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- detect anomalies
- traffic data
- network bandwidth
- intrusion detection system
- detecting anomalous
- network security
- network resources
- network traffic data
- network intrusion
- traffic patterns
- detecting anomalies
- data sources
- computer networks
- data sets
- network intrusion detection
- data mining techniques
- traffic analysis
- streaming data
- data points
- training data
- computer vision
- normal behavior
- image segmentation
- anomalous behavior
- maximum likelihood
- one class support vector machines
- information systems