TA-GAN: GAN based Traffic Augmentation for Imbalanced Network Traffic Classification.
Yu GuoGang XiongZhen LiJunzheng ShiMingxin CuiGaopeng GouPublished in: IJCNN (2021)
Keyphrases
- network traffic
- internet traffic
- intrusion detection
- anomaly detection
- traffic volume
- traffic data
- decision trees
- intrusion detection system
- computer networks
- network security
- network management
- network traffic data
- traffic analysis
- class imbalance
- network monitoring
- traffic patterns
- feature space
- detecting anomalous
- long range dependence
- unsupervised learning
- pattern recognition
- network bandwidth
- network resources
- structuring elements
- traffic engineering
- training set
- model selection
- machine learning
- data mining