Interpreting Adversarial Robustness: A View from Decision Surface in Input Space.
Fuxun YuChenchen LiuYanzhi WangLiang ZhaoXiang ChenPublished in: CoRR (2018)
Keyphrases
- input space
- input data
- decision making
- dimensionality reduction
- feature space
- kernel function
- data points
- high dimensional
- training set
- low dimensional
- k nearest neighbor
- high dimensional data
- hyperplane
- decision makers
- class labels
- receptive fields
- support vectors
- linearly separable
- decision problems
- input patterns
- smooth functions
- high dimensional feature space
- geometric structure
- feature set
- knn
- reinforcement learning