An Effective Hybrid Anomaly Detection System Based on Mixture Models.
Yogesh PawarNuha ZamzamiNizar BouguilaPublished in: ISNCC (2020)
Keyphrases
- anomaly detection
- mixture model
- unsupervised learning
- intrusion detection
- em algorithm
- gaussian mixture model
- detecting anomalies
- network intrusion detection
- anomalous behavior
- network anomaly detection
- intrusion detection system
- generative model
- density estimation
- expectation maximization
- probabilistic model
- negative selection algorithm
- model selection
- detect anomalies
- detecting anomalous
- one class support vector machines
- network traffic
- cumulative sum
- language model
- pattern recognition
- maximum likelihood
- mixture modeling
- supervised learning
- decision trees
- learning algorithm
- automatic model selection
- machine learning