Feature-filter: Detecting adversarial examples by filtering out recessive features.
Hui LiuBo ZhaoMinzhi JiYuefeng PengJiabao GuoPeng LiuPublished in: Appl. Soft Comput. (2022)
Keyphrases
- image features
- feature set
- feature vectors
- feature values
- feature interactions
- invariant features
- significant features
- additional features
- binary features
- input features
- filtering method
- feature representation
- filtering algorithm
- feature space
- preprocessing step
- feature extraction
- training examples
- irrelevant features
- nonlinear filters
- feature weights
- noise detection
- predictive features
- selecting features
- linear filtering
- redundant features
- linear minimum mean square error
- filtering process
- individual features
- adaptive filtering
- spatial features
- filter responses
- global features
- median filter
- feature subset
- denoising