SeFaR: Semantic Feature-aware Robustness Testing of Deep Neural Networks

Nusrat Jahan Mozumder, Divya Gopinath, Corina Pasareanu +1

Deep neural networks are increasingly deployed in safety-critical domains as perception modules, where failures are often caused due to rare and under-represented scenarios. This n…