Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks.
Avi SchwarzschildMicah GoldblumArjun GuptaJohn P. DickersonTom GoldsteinPublished in: ICML (2021)
Keyphrases
- raw data
- data sets
- data collection
- image data
- original data
- experimental data
- synthetic data
- small number
- knowledge discovery
- high quality
- training data
- prior knowledge
- input data
- sensor data
- probability distribution
- data points
- end users
- database
- relational databases
- statistical analysis
- data structure
- data distribution
- data acquisition
- databases
- historical data