ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation.
Fan YinYao LiCho-Jui HsiehKai-Wei ChangPublished in: CoRR (2022)
Keyphrases
- experimental data
- data collection
- mathematical model
- data sets
- uncertain data
- statistical methods
- probabilistic model
- simulation data
- computational model
- input data
- data sources
- prior knowledge
- data structure
- prior information
- data mining techniques
- learning models
- sensor data
- measured data
- raw data
- network structure
- empirical data
- training examples
- synthetic data
- small number
- data analysis
- detection algorithm
- parameter estimation
- test data
- data processing
- knowledge discovery
- original data
- data points
- probability distribution
- data streams
- robust optimization
- social networks
- estimation process
- learning algorithm