Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network.
Loïc BontempsVan Loi CaoJames McDermottNhien-An Le-KhacPublished in: CoRR (2017)
Keyphrases
- recurrent neural networks
- anomaly detection
- long short term memory
- intrusion detection
- anomalous behavior
- neural network
- feed forward
- detecting anomalies
- network traffic
- recurrent networks
- complex valued
- reservoir computing
- intrusion detection system
- detect anomalies
- network anomaly detection
- echo state networks
- network intrusion detection
- behavior analysis
- network security
- detecting anomalous
- artificial neural networks
- computer security
- one class support vector machines
- expert systems
- connectionist systems
- network intrusion
- malware detection
- hidden markov models
- reinforcement learning
- unsupervised anomaly detection
- data mining