qilong-zhang / Patch-wise-iterative-attack

Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.
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Comparison with SOTA #3

Closed Muzammal-Naseer closed 4 years ago

Muzammal-Naseer commented 4 years ago

Hi,

Congratulation on your ECCV paper. I wonder how the transferability of your attack compared with this work (Cross-Domain Transferability of Adversarial Perturbations (https://arxiv.org/abs/1905.11736))?

This is the state-of-the-art attack in terms of transferability.

qilong-zhang commented 4 years ago

@Muzammal-Naseer
Hi,

Thanks for your attention. In our paper, we focus on FGSM-based attack methods. So we don't consider generator-oriented perturbations. But the results of your paper "Cross-Domain Transferability of Adversarial Perturbations" is really impressive (e.g., Tab 6, the reported result is better than DTPI-FGSM).

I hope we can communicate more in the future. I am particularly interested in your method.

Muzammal-Naseer commented 4 years ago

Hi,

Sure, we can have a discussion. Feel free to contact me.

qilong-zhang commented 4 years ago

Thanks~