Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach.
Tsui-Wei WengHuan ZhangPin-Yu ChenJinfeng YiDong SuYupeng GaoCho-Jui HsiehLuca DanielPublished in: ICLR (Poster) (2018)
Keyphrases
- extreme value theory
- neural network
- pattern recognition
- fuzzy logic
- genetic algorithm
- neural nets
- multi layer
- artificial neural networks
- back propagation
- data sets
- hidden layer
- training process
- computational efficiency
- fault diagnosis
- neural network model
- feed forward
- multilayer perceptron
- evolutionary algorithm
- case study
- fuzzy systems
- decision trees
- databases
- auto associative
- database