Certified Robustness to Data Poisoning in Gradient-Based Training.
Philip SosninMark Niklas MüllerMaximilian BaaderCalvin TsayMatthew WickerPublished in: CoRR (2024)
Keyphrases
- data sets
- training examples
- raw data
- high quality
- data collection
- data quality
- test data
- statistical analysis
- data points
- data sources
- data analysis
- information systems
- original data
- training data
- data distribution
- data structure
- data processing
- data mining techniques
- small number
- image data
- labelled data
- historical data
- synthetic data
- data mining
- noisy data
- training dataset
- statistical methods
- sensor data
- labeled data
- database
- knowledge discovery
- relational databases