Generate (Non-Software) Bugs to Fool Classifiers.
Hiromu YakuraYouhei AkimotoJun SakumaPublished in: AAAI (2020)
Keyphrases
- software systems
- source code
- software projects
- decision trees
- test cases
- bug localization
- root cause
- support vector
- software development
- automatically generate
- machine learning algorithms
- linear classifiers
- neural network
- classification models
- static analysis
- hardware design
- machine learning methods
- data sets
- computer systems
- case study
- classification systems
- maintenance activities
- bug reports
- feature selection
- open source projects
- software evolution
- training data
- software quality
- software design
- svm classifier
- training set
- supervised classification
- user interface
- ensemble learning
- software tools
- feature set
- software components
- software architecture