Proving data-poisoning robustness in decision trees.
Samuel DrewsAws AlbarghouthiLoris D'AntoniPublished in: PLDI (2020)
Keyphrases
- data sets
- decision trees
- database
- data acquisition
- data collection
- data points
- data processing
- input data
- training data
- data sources
- computer systems
- image data
- complex data
- experimental data
- synthetic data
- high dimensional data
- small number
- knowledge discovery
- end users
- data analysis
- high quality
- data mining techniques
- probability distribution
- statistical analysis
- prior knowledge
- feature space
- spatial data
- statistical methods
- data quality
- data mining methods
- learning algorithm