Towards Feature Space Adversarial Attack.
Qiuling XuGuanhong TaoSiyuan ChengLin TanXiangyu ZhangPublished in: CoRR (2020)
Keyphrases
- feature space
- high dimensional
- feature vectors
- training samples
- feature selection
- feature extraction
- kernel function
- classification accuracy
- principal component analysis
- mean shift
- dimensionality reduction
- input space
- hyperplane
- countermeasures
- secret key
- high dimensionality
- image representation
- input data
- high dimensional feature space
- data sets
- malicious attacks
- attack graph
- malicious users
- dimension reduction
- feature set
- support vector machine
- data points
- multiscale
- kernel methods
- dissimilarity measure
- kernel pca
- training set
- discriminating power
- denial of service attacks
- power analysis
- information systems
- machine learning