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: IJCAI (2019)
Keyphrases
- trade off
- neural network
- high accuracy
- bias variance
- computational efficiency
- pattern recognition
- prediction accuracy
- error rate
- artificial neural networks
- hierarchical structure
- multi layer
- fuzzy logic
- classification accuracy
- access control
- self organizing maps
- coarse to fine
- genetic algorithm
- evolutionary algorithm
- back propagation
- multilayer perceptron
- neural nets
- random selection