Detecting Adversarial Examples via Classification Difference of a Robust Surrogate Model.
Anjie PengKang DengHui ZengKaijun WuWenxin YuPublished in: ICONIP (12) (2023)
Keyphrases
- classification models
- objective function
- data sets
- machine learning
- high level
- mathematical model
- theoretical framework
- formal model
- support vector
- object recognition
- probabilistic model
- experimental data
- computational model
- computationally efficient
- benchmark datasets
- input data
- classification algorithm
- classification scheme
- training examples
- theoretical analysis
- text classification
- multi class
- management system
- probability distribution
- similarity measure
- feature extraction
- neural network