Recurrent Neural Network Model Based on a New Regularization Technique for Real-Time Intrusion Detection in SDN Environments.
Marwan Ali AlbaharPublished in: Secur. Commun. Networks (2019)
Keyphrases
- intrusion detection
- recurrent neural networks
- real time
- intrusion detection system
- anomaly detection
- complex valued
- network intrusion detection
- network traffic
- network security
- neural network
- feed forward
- alert correlation
- cyber security
- high detection rate
- recurrent networks
- artificial immune
- echo state networks
- computer security
- information security
- data mining
- real world
- data mining techniques
- fraud detection
- detecting anomalous
- artificial neural networks
- data sets
- network intrusion
- reservoir computing
- network intrusions
- active learning
- association rules
- neural network structure
- computer systems
- knowledge discovery
- network attacks
- object recognition
- intrusion prevention