Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses.
Xiao WangSiyue WangPin-Yu ChenYanzhi WangBrian KulisXue LinSang Peter ChinPublished in: CoRR (2019)
Keyphrases
- trade off
- neural network
- pattern recognition
- computational efficiency
- computational cost
- bias variance
- high accuracy
- classification accuracy
- artificial neural networks
- prediction accuracy
- error rate
- feed forward
- multilayer perceptron
- access control
- monte carlo
- genetic algorithm
- hierarchical structure
- multi layer
- hopfield neural network
- numerical stability
- machine learning