Manipulating SHAP via Adversarial Data Perturbations (Student Abstract).
Hubert BanieckiPrzemyslaw BiecekPublished in: AAAI (2022)
Keyphrases
- data sets
- database
- synthetic data
- data analysis
- data sources
- data points
- input data
- raw data
- prior knowledge
- probability distribution
- small number
- experimental data
- high quality
- data collection
- original data
- statistical analysis
- complex data
- statistical methods
- network structure
- data mining algorithms
- higher level
- data processing
- data mining techniques
- image data
- knowledge discovery
- end users
- database systems
- neural network