Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness.
Ambar PalJeremias SulamRené VidalPublished in: CoRR (2023)
Keyphrases
- data analysis
- data sets
- data processing
- training data
- data structure
- original data
- end users
- input data
- high dimensional data
- computer systems
- statistical analysis
- high energy
- complex data
- raw data
- data distribution
- attribute values
- real time
- neural network
- knowledge base
- synthetic data
- missing data
- data mining techniques
- sensor data
- experimental data
- knowledge discovery
- data sources
- prior knowledge
- data quality
- high quality