78 citations · 112 across the 29 of their papers we have counts for
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cs.LG2020★ 2 cited
ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries
Jinyin Chen, Zhen Wang, Haibin Zheng +2
With the successful application of deep learning models in many real-world tasks, the model robustness becomes more and more critical. Often, we evaluate the robustness of the deep…
cs.SI2020
MGA: Momentum Gradient Attack on Network
Jinyin Chen, Yixian Chen, Haibin Zheng +4
The adversarial attack methods based on gradient information can adequately find the perturbations, that is, the combinations of rewired links, thereby reducing the effectiveness o…