A Method for Computing Class-wise Universal Adversarial Perturbations.
Tejus GuptaAbhishek SinhaNupur KumariMayank SinghBalaji KrishnamurthyPublished in: CoRR (2019)
Keyphrases
- multiscale
- pairwise
- experimental evaluation
- detection method
- support vector machine svm
- input data
- high accuracy
- significant improvement
- objective function
- classification method
- dynamic programming
- computational cost
- classification accuracy
- synthetic data
- theoretical analysis
- fully automatic
- principal component analysis
- high precision
- error rate
- optimization method
- model selection
- data sets
- active learning
- similarity measure
- feature selection
- neural network