Towards Understanding Adversarial Examples Systematically: Exploring Data Size, Task and Model Factors.
Ke SunZhanxing ZhuZhouchen LinPublished in: CoRR (2019)
Keyphrases
- data sets
- empirical data
- experimental data
- high quality
- database
- learning models
- prior knowledge
- mathematical model
- computational model
- synthetic data
- training data
- probability distribution
- input data
- simulation data
- computer systems
- data processing
- data structure
- probabilistic model
- data analysis
- management system
- image data
- learned models
- predictive model
- data sources
- network structure
- accurate models
- data mining techniques
- data samples
- feature space
- prior information
- spatial data
- sensor data
- data points
- knowledge discovery
- small number