A game-theoretic analysis of label flipping attacks on distributed support vector machines.
Rui ZhangQuanyan ZhuPublished in: CISS (2017)
Keyphrases
- theoretic analysis
- support vector
- learning machines
- large margin classifiers
- distributed systems
- kernel function
- radial basis function
- game theory
- feature selection
- cooperative
- lightweight
- loss function
- distributed environment
- active learning
- countermeasures
- classification accuracy
- logistic regression
- cross validation
- support vector machine
- computer networks
- game playing
- educational games
- game based learning
- multi class classification
- binary classification
- generalization ability
- mobile agents