Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty

Xiyue Zhang, Xiaofei Xie, Lei Ma +5

Over the past decade, deep learning (DL) has been successfully applied to many industrial domain-specific tasks. However, the current state-of-the-art DL software still suffers fro…