Feature Map Testing for Deep Neural Networks

1 code implementation • 21 Jul 2023 • Dong Huang, Qingwen Bu, Yahao Qing, Yichao Fu, Heming Cui

Current test metrics, however, are primarily concerned with the neurons, which means that test cases that are discovered either by guided fuzzing or selection with these metrics focus on detecting fault-inducing neurons while failing to detect fault-inducing feature maps.

Fault Detection