Jinbang Hong
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View article: Enhancing adversarial transferability with local transformation
Enhancing adversarial transferability with local transformation Open
Robust deep learning models have demonstrated significant applicability in real-world scenarios. The utilization of adversarial attacks plays a crucial role in assessing the robustness of these models. Among such attacks, transfer-based at…
View article: SGMA: a novel adversarial attack approach with improved transferability
SGMA: a novel adversarial attack approach with improved transferability Open
Deep learning models are easily deceived by adversarial examples, and transferable attacks are crucial because of the inaccessibility of model information. Existing SOTA attack approaches tend to destroy important features of objects to ge…