Conditional Random Fields for Intrusion Detection.
Kapil Kumar GuptaBaikunth NathKotagiri RamamohanaraoPublished in: AINA Workshops (1) (2007)
Keyphrases
- intrusion detection
- conditional random fields
- anomaly detection
- intrusion detection system
- probabilistic model
- graphical models
- hidden markov models
- higher order
- network security
- network intrusion detection
- markov random field
- network traffic
- sequence labeling
- information extraction
- data mining
- generative model
- pairwise
- crf model
- high detection rate
- named entity recognition
- structured prediction
- network intrusion
- detecting anomalous
- web page prediction
- intrusion prevention
- data mining techniques
- network intrusions
- data sets
- network attacks