GAMPAL: Anomaly Detection for Internet Backbone Traffic by Flow Prediction with LSTM-RNN.
Taku WakuiTakao KondoFumio TeraokaPublished in: MLN (2019)
Keyphrases
- anomaly detection
- network traffic
- recurrent neural networks
- internet traffic
- intrusion detection
- detect anomalies
- computer networks
- long short term memory
- anomalous behavior
- detecting anomalies
- network intrusion detection
- intrusion detection system
- data assimilation
- network anomaly detection
- one class support vector machines
- detecting anomalous
- negative selection algorithm
- unsupervised anomaly detection
- behavior analysis
- neural network
- unsupervised learning
- computer security
- traffic patterns
- network security
- feed forward
- feature space
- normal traffic
- text mining
- object recognition
- knowledge discovery
- maximum likelihood
- action recognition
- traffic flow
- ip addresses
- malware detection
- tcp ip