Network Traffic Anomaly Detection Using Recurrent Neural Networks.
Benjamin J. RadfordLeonardo M. ApolonioAntonio J. TriasJim A. SimpsonPublished in: CoRR (2018)
Keyphrases
- recurrent neural networks
- anomaly detection
- network traffic
- intrusion detection
- neural network
- intrusion detection system
- network security
- computer networks
- feed forward
- detecting anomalies
- network intrusion detection
- traffic data
- echo state networks
- traffic analysis
- detecting anomalous
- anomalous behavior
- unsupervised learning
- network anomaly detection
- artificial neural networks
- internet traffic
- detect anomalies
- computer vision
- one class support vector machines
- long range dependence
- object recognition
- normal behavior
- databases
- reinforcement learning
- negative selection algorithm
- hidden markov models