Search Results for author: Xuanran He

Found 2 papers, 2 papers with code

Boosting Adversarial Transferability by Block Shuffle and Rotation

2 code implementations20 Aug 2023 Kunyu Wang, Xuanran He, Wenxuan Wang, Xiaosen Wang

In this work, we observe that existing input transformation based attacks, one of the mainstream transfer-based attacks, result in different attention heatmaps on various models, which might limit the transferability.

Admix: Enhancing the Transferability of Adversarial Attacks

2 code implementations ICCV 2021 Xiaosen Wang, Xuanran He, Jingdong Wang, Kun He

We investigate in this direction and observe that existing transformations are all applied on a single image, which might limit the adversarial transferability.

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