Adversarial Label Flips Attack on Support Vector Machines.
Han XiaoHuang XiaoClaudia EckertPublished in: ECAI (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- label noise
- support vector machine
- logistic regression
- support vector regression
- generalization ability
- radial basis function
- multi agent
- countermeasures
- cross validation
- maximum margin
- binary classification
- hyperplane
- loss function
- kernel function
- feature selection
- learning algorithm
- multi label
- linear discriminant analysis
- machine learning
- svm classifier
- training examples
- multi class
- classification accuracy
- artificial neural networks
- generalization bounds