Future Network Traffic Matrix Synthesis and Estimation Based on Deep Generative Models.
Grigorios KakkavasMichail KalntisVasileios KaryotisSymeon PapavassiliouPublished in: ICCCN (2021)
Keyphrases
- network traffic
- generative model
- probabilistic model
- anomaly detection
- intrusion detection
- mixture model
- discriminative learning
- hierarchical hidden markov models
- intrusion detection system
- traffic data
- deep belief networks
- em algorithm
- internet traffic
- semi supervised
- network intrusion detection
- discriminative models
- generative and discriminative models
- conditional random fields
- prior knowledge
- learning algorithm
- expectation maximization
- normal traffic
- higher order