Hybrid Intrusion Detection: Combining Decision Tree and Gaussian Mixture Model.
Marzieh BitaabSattar HashemiPublished in: ISCISC (2017)
Keyphrases
- intrusion detection
- gaussian mixture model
- decision trees
- intrusion detection system
- mixture model
- anomaly detection
- network security
- em algorithm
- network traffic
- feature vectors
- expectation maximization
- maximum likelihood
- information security
- network intrusion detection
- high detection rate
- network intrusions
- data mining
- feature space
- artificial immune
- intrusion prevention
- detecting anomalous
- gaussian mixture modeling
- machine learning
- network intrusion
- data mining techniques
- network attacks
- dos attacks
- network intrusion detection systems
- generative model
- probabilistic model
- distributed intrusion detection