A Deep Learning Approach for Intrusion Detection in Internet of Things using Bi-Directional Long Short-Term Memory Recurrent Neural Network.
Bipraneel RoyHon CheungPublished in: ITNAC (2018)
Keyphrases
- bi directional
- recurrent neural networks
- deep learning
- intrusion detection
- long short term memory
- intrusion detection system
- anomaly detection
- unsupervised learning
- neural network
- network security
- recurrent networks
- feed forward
- detecting anomalous
- network intrusion detection
- machine learning
- data mining
- network traffic
- artificial neural networks
- associative memory
- high detection rate
- hidden layer
- network intrusions
- mental models
- alert correlation
- data mining techniques
- image segmentation
- databases
- control system
- network attacks
- knowledge discovery
- multi class
- model selection
- artificial intelligence
- learning algorithm
- genetic algorithm
- back propagation