Data Driven Anomaly detection via Symbolic Identification of Complex Dynamical Systems.
Subhadeep ChakrabortyEric KellerAsok RayPublished in: SMC (2009)
Keyphrases
- anomaly detection
- dynamical systems
- data driven
- connectionist systems
- intrusion detection
- anomalous behavior
- nonlinear dynamical systems
- network intrusion detection
- network traffic
- detecting anomalies
- unsupervised learning
- network anomaly detection
- state space
- behavior analysis
- detect anomalies
- phase space
- one class support vector machines
- intrusion detection system
- detecting anomalous
- unsupervised anomaly detection
- cumulative sum
- agent environment
- partially observable markov decision processes
- supervised learning
- training set
- bayesian networks
- real world