Test Suites as a Source of Training Data for Static Analysis Alert Classifiers.
Lori FlynnWilliam SnavelyZachary KurtzPublished in: AST@ICSE (2021)
Keyphrases
- test suite
- static analysis
- training data
- test cases
- test data
- test set
- training set
- dynamic analysis
- test suite reduction
- decision trees
- training examples
- symbolic execution
- naive bayes
- data sets
- class labels
- training samples
- training instances
- java card
- learning algorithm
- mutation testing
- classification accuracy
- software testing
- test case generation
- supervised learning
- classification models
- test generation
- support vector machine
- feature selection
- target domain
- abstract interpretation
- number of test cases
- support vector
- labeled data
- testing process