Analysis of hidden Markov model learning algorithms for the detection and prediction of multi-stage network attacks.
Timothy A. ChadzaKonstantinos G. KyriakopoulosSangarapillai LambotharanPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- hidden markov models
- multistage
- learning algorithm
- dynamic programming
- gesture recognition
- viterbi algorithm
- network attacks
- single stage
- markov models
- markov model
- intrusion detection
- machine learning
- conditional random fields
- hidden states
- handwritten word recognition
- lightweight
- active learning
- sequential data
- association rules
- training data