Poisoning Attacks against Support Vector Machines.
Battista BiggioBlaine NelsonPavel LaskovPublished in: ICML (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- kernel methods
- countermeasures
- kernel function
- classification accuracy
- maximum margin
- support vectors
- generalization ability
- malicious attacks
- security threats
- hyperplane
- loss function
- learning algorithm
- support vector regression
- machine learning
- watermarking algorithm
- radial basis function
- multiple kernel learning
- security mechanisms
- traffic analysis
- feature selection