Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness.
Ambar PalJeremias SulamRené VidalPublished in: NeurIPS (2023)
Keyphrases
- data sets
- data collection
- data processing
- data analysis
- complex data
- computer systems
- raw data
- training data
- high quality
- application domains
- synthetic data
- data structure
- data streams
- data acquisition
- image data
- input data
- case study
- multimedia data
- data objects
- data mining algorithms
- historical data
- sensor data
- high dimensional data
- semi supervised
- prior knowledge
- multi agent
- knowledge base
- information systems
- machine learning
- neural network