Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks.
Yi HanBenjamin I. P. RubinsteinPublished in: CoRR (2017)
Keyphrases
- classification method
- cost function
- high accuracy
- classification process
- detection method
- classification algorithm
- support vector machine svm
- similarity measure
- objective function
- classification scheme
- significant improvement
- data sets
- input data
- feature set
- decision trees
- level set
- training process
- ensemble classifier
- test data
- nearest neighbor classifier
- multiple classifiers
- conjugate gradient
- segmentation method
- svm classifier
- loss function
- training samples
- training set
- preprocessing
- computational complexity
- training data
- feature selection
- genetic algorithm
- neural network