Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems.
Jianfeng GuanJunxian CaiHaozhe BaiIlsun YouPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- network traffic
- transfer learning
- machine learning
- text classification
- intrusion detection
- cross domain learning
- transfer knowledge
- learning tasks
- pattern recognition
- traffic data
- anomaly detection
- machine learning algorithms
- intrusion detection system
- cross domain
- unsupervised learning
- feature extraction
- supervised learning
- semi supervised learning
- network intrusion detection
- knowledge transfer
- data sets
- network traffic data
- decision trees
- domain adaptation
- multi task
- feature space
- class labels
- support vector machine
- model selection