Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset.
Yuhua YinJulian Jang-JaccardFariza SabrinaJin KwakPublished in: CSCWD (2023)
Keyphrases
- multilayer perceptron
- network anomaly detection
- clustering method
- clustering algorithm
- self organizing maps
- neural network
- k means
- anomaly detection
- artificial neural networks
- back propagation
- radial basis function
- probabilistic neural networks
- hidden layer
- neural network model
- rbf network
- modular neural network
- network intrusion detection
- unsupervised learning
- input vector
- machine learning
- activation function
- radial basis function network
- bp algorithm
- radial basis
- basis functions
- expert systems
- genetic algorithm