Improving the adversarial transferability with relational graphs ensemble adversarial attack

In transferable black-box attacks, adversarial samples remain adversarial across multiple models and are more likely to attack unknown models. From this view, acquiring and exploiting multiple models is the key to improving transferability. For exploiting multiple models, existing approaches concent...

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Bibliographic Details
Main Authors: Jiatian Pi, Chaoyang Luo, Fen Xia, Ning Jiang, Haiying Wu, Zhiyou Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1094795/full