Breaking Fair Binary Classification with Optimal Flipping Attacks.
Changhun JoJy-yong SohnKangwook LeePublished in: CoRR (2022)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- multi class classification
- worst case
- class imbalance
- generalization error
- binary classifiers
- optimal solution
- multi label
- support vector machine
- upper bound
- ensemble methods
- svm classifier
- data sets
- machine learning algorithms
- image classification
- reinforcement learning