Robust Black-box Testing of Deep Neural Networks using Co-Domain Coverage

Aishwarya Gupta, Indranil Saha, Piyush Rai

Rigorous testing of machine learning models is necessary for trustworthy deployments. We present a novel black-box approach for generating test-suites for robust testing of deep ne…