GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier.
Guanxiong LiuIssa KhalilAbdallah KhreishahPublished in: SEC (2019)
Keyphrases
- training process
- neural network
- multi layer perceptron
- training algorithm
- training set
- training data
- fuzzy artmap
- training patterns
- training examples
- training samples
- backpropagation neural network
- feedforward neural networks
- learning vector quantization
- feed forward neural networks
- supervised training
- neural network training
- backpropagation algorithm
- multilayer neural network
- artificial neural networks
- feature space
- network security
- feature selection and classifier
- activation function
- support vector machine
- training procedure
- probabilistic neural network
- training dataset
- back propagation
- neural nets
- classifier training
- neural network model
- radial basis function
- test set
- decision trees
- labeled training data
- neural network structure
- nearest neighbour
- classification algorithm
- binary decision tree
- multilayer perceptron
- classification method
- self organizing maps
- semi supervised
- pattern recognition
- support vector
- multi agent
- learning algorithm