A method of network traffic anomaly detection based on Packet Window Transformer.
Cheng FangWenjie MiPing HanLidong ZhaiPublished in: DSC (2022)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- one class support vector machines
- intrusion detection system
- network intrusion detection
- internet traffic
- computer networks
- unsupervised learning
- network resources
- long range dependence
- anomalous behavior
- detect anomalies
- detecting anomalies
- traffic data
- probabilistic model
- machine learning
- support vector machine
- traffic analysis
- traffic patterns
- hidden markov models
- high dimensional
- pattern recognition
- negative selection algorithm
- data mining