ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation.
Fan YinYao LiCho-Jui HsiehKai-Wei ChangPublished in: EMNLP (2022)
Keyphrases
- experimental data
- data sets
- raw data
- data analysis
- probability distribution
- data collection
- input data
- prior knowledge
- empirical data
- data points
- image data
- training examples
- objective function
- knowledge discovery
- training data
- simulation data
- decision trees
- predictive model
- learning models
- neural network
- data quality
- measured data
- test data
- mathematical model
- computational model
- parameter estimation
- statistical analysis
- probabilistic model
- data sources
- high quality
- high dimensional data
- object detection
- small number
- high level
- missing information
- image segmentation
- normal behavior