Reducing Test Cases with Attention Mechanism of Neural Networks.
Xing ZhangJiongyi ChenChao FengRuilin LiYunfei SuBin ZhangJing LeiChaojing TangPublished in: USENIX Security Symposium (2021)
Keyphrases
- test cases
- attention mechanism
- neural network
- visual attention
- test data
- test suite
- software testing
- test sequences
- black box
- regression testing
- test data generation
- test case generation
- test case selection
- number of test cases
- visual attention model
- testing process
- test generation
- test set
- saliency map
- model based testing
- set of test cases
- test suite reduction
- computer vision
- data sets
- training process
- multiscale
- relational databases
- higher order
- error rate