A Test Cases Generation Technique Based on an Adversarial Samples Generation Algorithm for Image Classification Deep Neural Networks.
Song HuangQiang ChenZhanwei ChenLele ChenJialuo LiuSen YangPublished in: QRS Companion (2019)
Keyphrases
- generation algorithm
- test cases
- image classification
- neural network
- test data
- test data generation
- software testing
- black box
- regression testing
- test sequences
- test suite
- test generation
- test set
- test case selection
- number of test cases
- test case generation
- testing process
- feature extraction
- object oriented
- training samples
- fuzzy logic
- image features
- training set
- multi agent
- data sets
- set of test cases
- genetic algorithm
- model based testing
- test suite reduction
- case study
- uml models
- multi layer
- image quality
- semi supervised