Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection.
Zhiwei WangZhengzhang ChenJingchao NiHui LiuHaifeng ChenJiliang TangPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- recurrent neural networks
- event sequences
- multiscale
- intrusion detection
- neural network
- feed forward
- detecting anomalies
- anomalous behavior
- network traffic
- artificial neural networks
- echo state networks
- network intrusion detection
- recurrent networks
- intrusion detection system
- network anomaly detection
- one class support vector machines
- negative selection algorithm
- detect anomalies
- genetic algorithm
- event types
- unsupervised learning
- temporal patterns
- fuzzy logic
- image segmentation
- decision making
- learning algorithm
- polynomial delay