Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification.
Xiaoyu CaoNeil Zhenqiang GongPublished in: CoRR (2017)
Keyphrases
- neural network
- pattern recognition
- machine learning
- classification accuracy
- image classification
- classification scheme
- countermeasures
- support vector
- pattern classification
- artificial neural networks
- classification method
- rule extraction
- incremental learning
- text classification
- classification process
- neural networks and support vector machines
- learning vector quantization
- fuzzy decision trees
- machine learning methods
- classification algorithm
- decision rules
- class labels
- back propagation
- support vector machine svm
- supervised learning
- feature space
- feature extraction
- feature selection
- genetic algorithm
- self organizing maps
- classification models
- training process
- digital images
- nearest neighbor
- multi layer perceptron
- preprocessing