Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS).
R. VinayakumarK. P. SomanPrabaharan PoornachandranPublished in: Int. J. Inf. Syst. Model. Des. (2017)
Keyphrases
- intrusion detection system
- recurrent neural networks
- intrusion detection
- network security
- anomaly detection
- computer networks
- distributed intrusion detection
- network intrusion detection
- network traffic
- complex valued
- computer systems
- feed forward
- neural network
- attack detection
- artificial neural networks
- network intrusion detection systems
- misuse detection
- echo state networks
- reservoir computing
- data mining techniques
- databases
- network traffic data
- alert correlation
- cyber security
- unauthorized access
- network intrusions
- recurrent networks
- neural model
- information systems
- hidden layer
- attack scenarios
- information retrieval
- real valued
- data processing
- model selection