Network Traffic Identification Based on Improved EM Algorithm.
Hao CuiLinJie LiangJinghui WangPublished in: IEEE Access (2024)
Keyphrases
- em algorithm
- network traffic
- expectation maximization
- mixture model
- maximum likelihood
- intrusion detection
- maximum likelihood estimation
- gaussian mixture model
- parameter estimation
- expectation maximisation
- likelihood function
- generative model
- anomaly detection
- gaussian mixture
- intrusion detection system
- traffic data
- maximum a posteriori
- network intrusion detection
- detecting anomalous
- incomplete data
- model based clustering
- mixture distribution
- penalized likelihood
- internet traffic
- mixture modeling
- markov random field
- probabilistic model
- density estimation
- conditional random fields
- feature vectors