Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization

Deep Neural Networks (DNNs) are vulnerable to adversarial examples, which are crafted by adding human-imperceptible perturbations to the benign inputs. Simultaneously, adversarial examples exhibit transferability across models, enabling practical black-box attacks. However, existing methods are stil...

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Hauptverfasser: Wang, Jiafeng, Chen, Zhaoyu, Jiang, Kaixun, Yang, Dingkang, Hong, Lingyi, Guo, Pinxue, Guo, Haijing, Zhang, Wenqiang
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Sprache:eng
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