H
Haibin Zheng
Publications - 1
Citations - 4
Haibin Zheng is an academic researcher. The author has contributed to research in topics: Robustness (computer science). The author has an hindex of 1, co-authored 1 publications receiving 1 citations.
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ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries.
TL;DR: ROBY is the first lightweight attack-independent robustness evaluation metric that can be applied to a wide range of deep models and shows that ROBY matches the robustness gold standard of attack success rate (ASR) by a strong first-order generic attacker.