Abnormal Traffic Detection Based on Generative Adversarial Network and Feature Optimization Selection.
Wengang MaYadong ZhangJin GuoKehong LiPublished in: Int. J. Comput. Intell. Syst. (2021)
Keyphrases
- optimization algorithm
- network traffic
- anomaly detection
- worm detection
- detect anomalies
- traffic analysis
- normal traffic
- internet traffic
- false alarms
- communication networks
- telecommunication networks
- object detection
- origin destination
- detection algorithm
- traffic load
- selection scheme
- transportation networks
- computer networks
- network traffic monitoring
- neural network
- detection method
- false positives
- multi agent
- network resources
- image features
- traffic network
- generative model
- intermediate nodes
- abnormal events
- abnormal behavior
- detection rate
- network layer
- traffic flow
- traffic data
- atm networks
- distribution network
- congestion control
- traffic conditions
- road network
- intrusion detection
- traffic flows
- optimization problems
- network management
- discriminative learning