When Should You Defend Your Classifier? - - A Game-Theoretical Analysis of Countermeasures Against Adversarial Examples.
Maximilian SamsingerFlorian MerklePascal SchöttleTomás PevnýPublished in: GameSec (2021)
Keyphrases
- countermeasures
- theoretical analysis
- information security
- training examples
- training data
- rural areas
- feature selection
- decision trees
- sample selection bias
- support vector
- power analysis
- computer games
- game theory
- training set
- security measures
- support vector machine
- game play
- feature space
- cyber attacks
- traffic accidents
- java card
- active learning
- label noise
- differential power analysis
- smart card
- game playing
- educational games
- video games
- machine learning
- association rules
- multi agent
- case study
- learning algorithm