Styx: A Data-Oriented Mutation Framework to Improve the Robustness of DNN.
Meixi LiuWeijiang HongWeiyu PanChendong FengZhenbang ChenJi WangPublished in: ASE (2020)
Keyphrases
- data sets
- data sources
- data analysis
- database
- raw data
- synthetic data
- end users
- data collection
- high quality
- data acquisition
- experimental data
- sensor data
- data representations
- original data
- data mining techniques
- small number
- input data
- particle swarm optimization
- data points
- computer systems
- statistical analysis
- data model
- artificial neural networks
- relational databases
- data structure
- training data
- website
- data objects
- noisy data
- neural network