Turning a Curse into a Blessing: Enabling In-Distribution-Data-Free Backdoor Removal via Stabilized Model Inversion.
Si ChenYi ZengWon ParkJiachen T. WangXun ChenLingjuan LyuZhuoqing MaoRuoxi JiaPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- experimental data
- probability distribution
- input data
- prior knowledge
- test data
- data sets
- data processing
- computational model
- measured data
- empirical data
- synthetic data
- probabilistic model
- simulation data
- data distribution
- raw data
- data points
- high dimensional data
- data sources
- database
- mathematical model
- training data
- original data
- learning models
- network structure
- similarity measure
- power law
- database systems
- class membership
- poisson distribution
- gaussian distribution
- bayesian framework
- prior information
- knowledge discovery
- data analysis
- statistical analysis
- image data