SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation

Sungmin Kang, Robert Feldt, Shin Yoo

The testing of Deep Neural Networks (DNNs) has become increasingly important as DNNs are widely adopted by safety critical systems. While many test adequacy criteria have been sugg…