Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection.
Andy BrownAaron TuorBrian HutchinsonNicole NicholsPublished in: CoRR (2018)
Keyphrases
- anomaly detection
- recurrent neural networks
- intrusion detection
- detecting anomalies
- neural network
- reservoir computing
- feed forward
- anomalous behavior
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- complex valued
- recurrent networks
- computer security
- echo state networks
- network anomaly detection
- network security
- unsupervised learning
- behavior analysis
- detect anomalies
- negative selection algorithm
- hidden layer
- artificial neural networks
- one class support vector machines
- detecting anomalous
- normal behavior
- neural network structure
- text classification