Comparison of HMM and RNN models for network traffic modeling.
Radion BikmukhamedovAdel NadeevGuido MaioneDomenico StriccoliPublished in: Internet Technol. Lett. (2020)
Keyphrases
- network traffic
- intrusion detection
- intrusion detection system
- anomaly detection
- hidden markov models
- long range dependence
- network resources
- parameter estimation
- network intrusion detection
- traffic analysis
- network bandwidth
- network management
- computer networks
- network security
- nearest neighbor
- random fields
- recurrent neural networks
- non stationary
- traffic data
- network monitoring
- internet traffic
- model selection
- fractional brownian motion
- traffic volume
- neural network