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