Revealing Perceptible Backdoors, without the Training Set, via the Maximum Achievable Misclassification Fraction Statistic.
Zhen XiangDavid J. MillerGeorge KesidisPublished in: CoRR (2019)
Keyphrases
- training set
- training data
- test set
- error rate
- classification accuracy
- nearest neighbor
- training examples
- classification algorithm
- satisfiability problem
- decision trees
- training samples
- misclassification rate
- active learning
- hidden structure
- cost sensitive
- test data
- unlabeled data
- supervised learning
- orders of magnitude
- cross validation
- classification error
- class distribution
- misclassification costs
- feature space
- bayesian networks
- semi supervised learning
- face images
- support vector machine
- active appearance models
- training dataset
- sat instances
- knn