Poisoned classifiers are not only backdoored, they are fundamentally broken.
Mingjie SunSiddhant AgarwalJ. Zico KolterPublished in: CoRR (2020)
Keyphrases
- test set
- training data
- decision trees
- svm classifier
- support vector
- training set
- optimum path forest
- linear classifiers
- supervised classification
- multiple classifier systems
- roc curve
- machine learning
- training samples
- probabilistic classifiers
- classification algorithm
- classifier combination
- classification process
- classification decisions
- learning classifier systems
- classification models
- classification method
- training examples
- naive bayes
- high dimensional
- genetic algorithm