Mixture models of endhost network traffic.
John Mark AgostaJaideep ChandrashekarMark CrovellaNina TaftDaniel TingPublished in: INFOCOM (2013)
Keyphrases
- network traffic
- mixture model
- em algorithm
- intrusion detection
- gaussian mixture model
- anomaly detection
- probabilistic model
- generative model
- density estimation
- intrusion detection system
- unsupervised learning
- traffic data
- maximum likelihood
- model selection
- mixture modeling
- internet traffic
- expectation maximization
- language model
- network traffic data
- network intrusion detection
- detecting anomalous
- network bandwidth
- learning algorithm
- automatic model selection
- reinforcement learning
- data mining
- databases