Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense.
Jay N. ParanjapeRahul Kumar DubeyVijendran V. GopalanPublished in: CoRR (2020)
Keyphrases
- desired output
- neural network
- hidden units
- multi layer
- input data
- input variables
- rbf network
- multiple output
- artificial neural networks
- neural network model
- multiple layers
- connection weights
- back propagation
- single layer
- number of hidden units
- feed forward
- control signals
- hidden layer
- sigmoid function
- intrusion detection
- neural network is trained
- genetic algorithm
- output layer
- nonlinear functions
- data sets
- recurrent neural networks
- input pattern
- bayes rule
- backpropagation neural network
- self organizing maps
- network architecture
- radial basis function