Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks.
Yiwei LuGautam KamathYaoliang YuPublished in: ICML (2023)
Keyphrases
- neural network
- artificial neural networks
- experimental data
- data sets
- data collection
- input data
- measured data
- computational model
- image data
- prior knowledge
- database
- network structure
- raw data
- statistical model
- data points
- data analysis
- original data
- statistical methods
- test data
- empirical data
- expert knowledge
- data processing
- sensor data
- learning models
- data mining techniques
- similarity measure
- probability distribution
- high quality
- simulation data
- missing data
- learned models
- data mining
- social networks
- decision trees
- high dimensional data
- high level
- digital images
- probabilistic model
- data sources
- bayesian networks