Combating Imbalance in Network Traffic Classification Using GAN Based Oversampling.
Yu GuoGang XiongZhen LiJunzheng ShiMingxin CuiGaopeng GouPublished in: Networking (2021)
Keyphrases
- network traffic
- class imbalance
- intrusion detection
- anomaly detection
- network bandwidth
- network security
- pattern recognition
- network traffic data
- traffic analysis
- detecting anomalous
- feature space
- network management
- intrusion detection system
- traffic volume
- computer networks
- cost sensitive
- network monitoring
- network resources
- class distribution
- high dimensional
- feature extraction
- feature selection
- machine learning
- real world
- normal traffic
- traffic data
- supervised learning
- support vector machine
- active learning
- data mining