Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Data Manifolds.
Odelia MelamedGilad YehudaiGal VardiPublished in: CoRR (2023)
Keyphrases
- low dimensional
- data sets
- synthetic data
- data processing
- high dimensional data
- data points
- high dimensional
- database
- input data
- noisy data
- training examples
- small number
- image data
- end users
- data structure
- training data
- data collection
- data analysis
- data quality
- dimensionality reduction
- probability distribution
- data distribution
- raw data
- manifold learning
- input space
- dimensional data
- manifold structure