Reliability of Convolutional Neural Networks: Failure Metrics with Metamorphic Test Cases.
Hemanth GudaparthiNan NiuBoyang WangJuha SavolainenPublished in: IRI (2021)
Keyphrases
- test cases
- convolutional neural networks
- failure rate
- test data
- software testing
- convolutional network
- test suite
- test sequences
- test case generation
- regression testing
- test data generation
- test generation
- number of test cases
- black box
- test set
- test case selection
- testing process
- code coverage
- uml models
- sequence diagrams
- object oriented
- set of test cases
- test suite reduction
- learning algorithm
- databases