Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset.
Yuhua YinJulian Jang-JaccardFariza SabrinaJin KwakPublished in: CoRR (2022)
Keyphrases
- multilayer perceptron
- network anomaly detection
- clustering algorithm
- clustering method
- neural network
- self organizing maps
- anomaly detection
- k means
- artificial neural networks
- radial basis function
- back propagation
- hidden layer
- probabilistic neural networks
- neural network model
- network intrusion detection
- input vector
- modular neural network
- unsupervised learning
- radial basis
- activation function
- rbf network
- feedforward neural networks
- bp algorithm
- outlier detection
- input data
- dynamic programming
- active learning
- feature space
- pattern recognition
- computer vision