ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data.
Soham PalYash GuptaAditya ShuklaAditya KanadeShirish K. ShevadeVinod GanapathyPublished in: AAAI (2020)
Keyphrases
- experimental data
- data sets
- data processing
- empirical data
- probability distribution
- end users
- active learning
- input data
- data collection
- synthetic data
- probabilistic model
- data sources
- computational model
- data analysis
- prior information
- statistical model
- mathematical model
- sensor data
- predictive model
- knowledge discovery
- data points
- prior knowledge
- expert knowledge
- high level
- measured data
- named entities
- data distribution
- simulation data
- em algorithm
- small number
- data structure
- high quality
- similarity measure
- learning algorithm
- data mining
- neural network