Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness.
Jieren DengHanbin HongAaron PalmerXin ZhouJinbo BiKaleel MahmoodYuan HongDerek AguiarPublished in: CoRR (2024)
Keyphrases
- training data
- input output
- svm classifier
- multiple classifiers
- linear classifiers
- classifier systems
- feature set
- nearest neighbor classifier
- classification algorithm
- support vector machine
- support vector
- feature space
- third party
- decision trees
- learning algorithm
- label noise
- genetic algorithm
- training set
- multi agent
- neural network
- computational efficiency
- class labels
- ensemble learning
- classification scheme
- classification rate
- training examples
- bayesian classifier
- learning phase
- input data
- manually labeled training data