Improving Intrusion Detection in Internet of Things Networks with Feed-Forward Neural Networks Based on the UNSW-NB15 Dataset.
Madhuri TelidevaraD. KothandaramanPublished in: ICCCNT (2023)
Keyphrases
- intrusion detection
- feed forward neural networks
- intrusion detection system
- back propagation
- multi layer
- anomaly detection
- neural network
- network traffic
- computer networks
- network intrusion detection
- artificial neural networks
- network security
- outlier mining
- detecting anomalous
- feed forward
- data mining
- network structure
- hidden layer
- network intrusions
- basis functions
- naive bayes
- activation function
- social networks
- probabilistic model
- clustering algorithm
- power grids
- unsupervised learning
- data mining techniques
- learning rate
- training algorithm
- reinforcement learning
- network attacks