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ZSHsh98 / EPS-AD

This is the source code for Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score (ICML2023).
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About the results #8

Open digraph666 opened 1 month ago

digraph666 commented 1 month ago

Thank you for your code! The idea of the paper is interesting and the result is competitive. I find that your method demonstrates great performance in detecting the adversarial examples generated by your code , but the detection performance on examples generated by ourselves is poor(70 auroc). I would appreciate it if you could help with our problem.

digraph666 commented 1 month ago

We use torchattacks to launch attacks on a ResNet pretrained with torchvision.

ZSHsh98 commented 3 weeks ago

Thanks for your attention! Could you please provide some detailed code or results here, or email them to me? I will be engaged in solving your confuse. My email is sezhangshuhai@mail.scut.edu.cn.