An efficient hidden Markov model training scheme for anomaly intrusion detection of server applications based on system calls.
Xuan Dau HoangJiankun HuPublished in: ICON (2004)
Keyphrases
- hidden markov models
- discriminative training
- baum welch
- training stage
- markov models
- speech recognition
- hidden state
- sequential data
- viterbi algorithm
- markov model
- dynamic probabilistic networks
- continuous hidden markov models
- conditional random fields
- handwritten word recognition
- minimum classification error
- learning algorithm
- automatic speech recognition
- gesture recognition
- multi stream