Auditing Black-Box Prediction Models for Data Minimization Compliance.
Bashir RastegarpanahKrishna P. GummadiMark CrovellaPublished in: NeurIPS (2021)
Keyphrases
- black box
- database
- data sets
- data collection
- prior knowledge
- experimental data
- complex data
- training data
- data analysis
- data sources
- data points
- statistical methods
- black boxes
- accurate models
- predictive model
- historical data
- data structure
- artificial intelligence
- databases
- missing data
- prediction accuracy
- access control
- data management
- prediction model
- objective function
- statistical databases
- web services
- hybrid systems
- models built