Feature-Filter: Detecting Adversarial Examples through Filtering off Recessive Features.
Hui LiuBo ZhaoYuefeng PengJiabao GuoPeng LiuPublished in: CoRR (2021)
Keyphrases
- feature set
- feature vectors
- significant features
- preprocessing step
- image features
- feature values
- multiple features
- feature interactions
- additional features
- feature analysis
- feature weights
- adaptive filtering
- filtering algorithm
- feature extraction
- multiscale
- classification accuracy
- irrelevant features
- input features
- filtering method
- geometrical features
- invariant features
- feature representation
- low level
- feature subset
- training examples
- binary features
- pre filtering
- noise detection
- single feature
- discriminative features
- feature detectors
- gabor filters
- multi agent