GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier.
Guanxiong LiuIssa KhalilAbdallah KhreishahPublished in: CoRR (2019)
Keyphrases
- training process
- neural network
- multi layer perceptron
- training algorithm
- training set
- fuzzy artmap
- training examples
- training samples
- feed forward neural networks
- support vector machine
- training data
- training patterns
- backpropagation neural network
- learning vector quantization
- multilayer neural network
- pattern recognition
- test set
- artificial neural networks
- classification algorithm
- classifier training
- training procedure
- backpropagation algorithm
- text classifiers
- feature selection
- multi layer
- train a neural network
- supervised training
- learning algorithm
- feature space
- class labels
- feature selection and classifier
- multi agent
- supervised learning
- intrusion detection
- recurrent networks
- back propagation
- neural nets
- probabilistic neural network
- radial basis function
- labeled training data
- feedforward neural networks
- neural network model
- recurrent neural networks
- structuring elements
- svm classifier
- feed forward
- object detectors
- activation function
- neural network training
- neural network structure
- boosted classifiers
- decision trees
- positive training examples
- training phase