Nonstationary Network Traffic Prediction With RevIN-based LSTM.
Zeyi LiuXiaodong GuoYinan YaoYuzhong ChenXin YangJiayin LiPublished in: ICCNS (2023)
Keyphrases
- non stationary
- network traffic
- intrusion detection
- anomaly detection
- network security
- network bandwidth
- adaptive algorithms
- intrusion detection system
- network management
- network intrusion detection
- network traffic data
- internet traffic
- network monitoring
- predictive coding
- traffic data
- concept drift
- random fields
- traffic analysis
- empirical mode decomposition
- traffic patterns
- machine learning
- network resources
- autoregressive
- detecting anomalous
- sequence prediction
- recurrent neural networks
- long range dependence