Fuzz testing based data augmentation to improve robustness of deep neural networks.
Xiang GaoRipon K. SahaMukul R. PrasadAbhik RoychoudhuryPublished in: ICSE (2020)
Keyphrases
- neural network
- data sets
- data mining techniques
- data generation
- database
- sensor data
- data structure
- high quality
- artificial neural networks
- data collection
- data analysis
- historical data
- original data
- test data
- training data
- missing data
- synthetic data
- data points
- expert systems
- high dimensional data
- self organizing maps
- input data
- experimental data
- knowledge discovery
- data acquisition
- statistical methods
- complex data
- web pages