Applying Recurrent Neural Network to Intrusion Detection with Hessian Free Optimization.
Jihyun KimHowon KimPublished in: WISA (2015)
Keyphrases
- intrusion detection
- recurrent neural networks
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- network traffic
- neural network
- feed forward
- complex valued
- network intrusion
- high detection rate
- reservoir computing
- detecting anomalous
- artificial immune
- network intrusions
- false positives and false negatives
- information security
- echo state networks
- computer security
- cyber security
- artificial neural networks
- data mining
- data sets
- learning algorithm
- network intrusion detection systems
- information retrieval
- data streams
- unsupervised learning
- intrusion prevention