Detecting Deep Neural Network Defects with Data Flow Analysis.
Jiazhen GuHuanlin XuHaochuan LuYangfan ZhouXin WangPublished in: DSN Workshops (2021)
Keyphrases
- data sets
- neural network
- data processing
- image data
- data structure
- raw data
- synthetic data
- training data
- flow analysis
- original data
- database
- data analysis
- data points
- data collection
- prior knowledge
- small number
- complex data
- statistical methods
- data distribution
- experimental data
- missing data
- data sources
- statistical analysis
- computer systems
- data mining techniques
- data objects
- metadata
- database systems