Statistical Learning for Anomaly Detection in Cloud Server Systems: A Multi-Order Markov Chain Framework.
Wenyao ShaYongxin ZhuMin ChenTian HuangPublished in: IEEE Trans. Cloud Comput. (2018)
Keyphrases
- anomaly detection
- markov chain
- statistical learning
- steady state
- intrusion detection
- intrusion detection system
- detecting anomalies
- random walk
- monte carlo
- transition probabilities
- stationary distribution
- single server
- network traffic
- anomalous behavior
- data sets
- monte carlo method
- model selection
- state space
- information theory
- network intrusion detection
- unsupervised learning
- object recognition
- neural network