Classification of Network Traffic via Packet-Level Hidden Markov Models.
Alberto DainottiWalter de DonatoAntonio PescapèPierluigi Salvo RossiPublished in: GLOBECOM (2008)
Keyphrases
- hidden markov models
- network traffic
- sequence classification
- internet traffic
- intrusion detection
- long range dependence
- anomaly detection
- intrusion detection system
- markov models
- speech recognition
- sequential data
- visual speech recognition
- discriminative training
- normal traffic
- network bandwidth
- network management
- machine learning
- feature extraction
- viterbi algorithm
- pattern recognition
- hidden states
- text classification
- supervised learning
- model selection
- continuous hidden markov models
- data mining
- conditional random fields
- data analysis
- feature selection
- unsupervised learning