Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing.
Jingyi WangJun SunPeixin ZhangXinyu WangPublished in: CoRR (2018)
Keyphrases
- neural network
- mutation testing
- test sequences
- artificial neural networks
- pattern recognition
- neural network model
- database applications
- test generation
- test suite
- data sets
- fuzzy logic
- training samples
- databases
- finite state machines
- test cases
- back propagation
- query processing
- training set
- genetic algorithm
- bit rate
- test data
- open source
- multi agent
- three dimensional
- testing process