Feature Conservation in Adversarial Classifier Evasion: A Case Study.
Liang TongBo LiChen HajajYevgeniy VorobeychikPublished in: CoRR (2017)
Keyphrases
- feature set
- input features
- selection scheme
- feature selection
- feature values
- data sets
- binary features
- training data
- improve the recognition accuracy
- weak classifiers
- classifier systems
- multi agent
- training set
- image features
- classification models
- selection criterion
- support vector
- feature maps
- feature ranking
- feature space
- countermeasures
- linear classifiers
- classification rate
- training process
- feature vectors
- classification algorithm
- training samples
- single feature
- learning algorithm
- nearest neighbor classifier
- test bed
- label noise
- classification process
- feature subset
- classification method
- training examples
- recognition rate
- text mining
- support vector machine
- neural network