5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
Global Robustness Verification Networks
Weidi Sun, Yuteng Lu, Xiyue Zhang +2
The wide deployment of deep neural networks, though achieving great success in many domains, has severe safety and reliability concerns. Existing adversarial attack generation and…
cs.SE2020★ 5 cited
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…