Recurrent Neural Networks on Duty of Anomaly Detection in Databases.
Jaroslaw SkaruzFranciszek SeredynskiPublished in: ISNN (3) (2007)
Keyphrases
- anomaly detection
- recurrent neural networks
- databases
- intrusion detection
- unsupervised anomaly detection
- network traffic
- anomalous behavior
- network intrusion detection
- feed forward
- detecting anomalies
- artificial neural networks
- reservoir computing
- echo state networks
- neural network
- intrusion detection system
- recurrent networks
- detecting anomalous
- computer security
- network security
- behavior analysis
- unsupervised learning
- knowledge discovery
- network anomaly detection
- negative selection algorithm
- cumulative sum
- malware detection
- detect anomalies
- one class support vector machines
- expert systems
- nonlinear dynamic systems
- semi supervised
- data warehouse