Understanding Adversarial Examples Through Deep Neural Network's Classification Boundary and Uncertainty Regions.
Juan ShuBowei XiCharles A. KamhouaPublished in: AISafety@IJCAI (2022)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- support vector
- machine learning
- learning vector quantization
- classification models
- text classification
- image classification
- artificial neural networks
- automatic classification
- classification method
- genetic algorithm
- decision trees
- support vector machine svm
- feature selection
- decision rules
- feature maps
- training examples
- probabilistic neural network
- input image
- kohonen self organizing map
- support vector machine
- training set
- multi layer perceptron
- binary decision tree
- recurrent neural networks
- classification rules
- fault diagnosis
- class labels
- feature space
- supervised learning
- fuzzy logic
- knn