Symbolic identification and anomaly detection in complex dynamical systems.
Subhadeep ChakrabortySoumik SarkarAsok RayPublished in: ACC (2008)
Keyphrases
- anomaly detection
- dynamical systems
- intrusion detection
- connectionist systems
- detecting anomalies
- anomalous behavior
- nonlinear dynamical systems
- intrusion detection system
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- detecting anomalous
- state space
- real world
- network security
- network anomaly detection
- detect anomalies
- one class support vector machines
- unsupervised learning
- feature extraction
- predictive state representations
- qualitative differential equations
- network intrusion
- phase space
- partially observable markov decision processes
- behavior analysis
- training set
- reinforcement learning
- training data