Towards Feature Space Adversarial Attack by Style Perturbation.
Qiuling XuGuanhong TaoSiyuan ChengXiangyu ZhangPublished in: AAAI (2021)
Keyphrases
- feature space
- kernel function
- high dimensional
- classification accuracy
- mean shift
- feature extraction
- principal component analysis
- kernel methods
- input space
- countermeasures
- feature vectors
- data points
- dimensionality reduction
- high dimensionality
- high dimensional feature space
- hyperplane
- low dimensional
- image representation
- feature selection
- malicious attacks
- dot product
- perturbation method
- linear discriminant analysis
- training samples
- training set
- multi agent
- dimension reduction
- input data
- image classification
- feature set
- secret key
- image retrieval
- power analysis
- key exchange protocol
- attack scenarios
- neural network