A Multi-order Markov Chain Based Scheme for Anomaly Detection.
Wenyao ShaYongxin ZhuTian HuangMeikang QiuYan ZhuQiannan ZhangPublished in: COMPSAC Workshops (2013)
Keyphrases
- anomaly detection
- markov chain
- intrusion detection
- detecting anomalies
- steady state
- network intrusion detection
- transition probabilities
- anomalous behavior
- random walk
- stationary distribution
- monte carlo method
- monte carlo simulation
- state space
- machine learning
- network anomaly detection
- one class support vector machines
- intrusion detection system
- monte carlo
- search space
- learning algorithm
- data mining
- negative selection algorithm
- detecting anomalous