A Review of Adversarial Attack and Defense for Classification Methods.
Yao LiMinhao ChengCho-Jui HsiehThomas C. M. LeePublished in: CoRR (2021)
Keyphrases
- machine learning methods
- benchmark datasets
- classification systems
- classification method
- data sets
- computational cost
- decision trees
- classification accuracy
- feature space
- pattern recognition
- support vector machine svm
- benchmark data sets
- automatic classification
- classification scheme
- significant improvement
- feature vectors
- training set
- classification algorithm
- density estimation
- classification models
- feature extraction
- terms of classification accuracy