ESVI-GaMM: A fast network intrusion detection approach based on the Bayesian gamma mixture model.
Wenda HeXiangrui CaiYu-Ping LaiXiaojie YuanPublished in: Inf. Sci. (2024)
Keyphrases
- mixture model
- network intrusion detection
- maximum likelihood
- dirichlet prior
- anomaly detection
- intrusion detection
- network intrusion
- em algorithm
- gaussian mixture model
- probabilistic model
- density estimation
- fraud detection
- expectation maximization
- network traffic
- variational inference
- language model
- unsupervised learning
- intrusion detection system
- model selection
- mixture modeling
- generalized em algorithm
- generative model
- bayesian inference
- probability density function
- bayesian networks
- posterior distribution
- gaussian processes
- association rules
- similarity measure
- image processing
- data sets