Comments (2)
jonasrauber
commented on May 23, 2024
Hi @neale, thanks for reporting this. This was indeed a numerical issue that only happens for Keras models that provide probabilities instead of logits as output. I just released version 0.14.0 that fixes this bug. With that, the Foolbox FGSM attack now achieves Attack success: 0.786 which corresponds to the 1 - 0.2160 = 0.784 of CleverHans.
Can you confirm these results? If so, please close the issue. Thanks!
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neale
commented on May 23, 2024
It works on my end:) thanks
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Related Issues (20)
- Example Code Running Failed HOT 1
- [tests/test_models] The results of `transform_bounds` are inconsistent between CPU and GPU. HOT 3
- Are there any plans to support attacks on TFLite models? HOT 1
- Changing CUDA device at runtime HOT 1
- Logit optimization
- about PGD attack HOT 2
- specifying criterion fails with TypeError HOT 2
- "nll_loss_forward_no_reduce_cuda_kernel_index" not implemented for 'Float' HOT 3
- Deprecation warning using old scipy namespace for gaussian_filter
- how to define the bounds HOT 2
- About the pgd attacks HOT 1
- how to use GaussianBlurAttack HOT 1
- FGSM TargetedMisclassfication HOT 1
- Use foolbox for multi-label classification HOT 1
- Local datasets supported?
- Is there a criterion for query budget? HOT 1
- It seems like the 'success' value in the return of the 'attack' function is overconfident. HOT 2
- About Carlini-Wagner Attack
- Are the wrong classified images sorted out? HOT 1
- It seems your CI/CD has a bug. HOT 1
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