Mixture Models of Endhost Network Traffic
John Mark AgostaJaideep ChandrashekarMark CrovellaNina TaftDaniel TingPublished in: CoRR (2012)
Keyphrases
- network traffic
- mixture model
- intrusion detection
- gaussian mixture model
- anomaly detection
- em algorithm
- probabilistic model
- density estimation
- model selection
- generative model
- intrusion detection system
- expectation maximization
- network traffic data
- traffic data
- network bandwidth
- unsupervised learning
- maximum likelihood
- language model
- network intrusion detection
- internet traffic
- data sets
- mixture modeling
- normal traffic
- supervised learning
- face recognition
- feature selection
- machine learning
- databases