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License: Apache License 2.0
This is the repository for USENIX Security 2023 paper "Hard-label Black-box Universal Adversarial Patch Attack".
License: Apache License 2.0
Hello,
Thanks for the open source of your amazing work HardBeat.
My experimental results seem to have some issues.
(1)The Attack results I reproduced on SVHN with ResNet18 are:Greater than 90% is 4,Greater than 80% is 8 ,greater than 70% is 14 ,greater than 60% is 20 ,greater than 50% is 31 ,greater than 40% is 43, greater than 30% is 50 ,greater than 20% is 56, greater than 10% is 67.
(2)Attack results on gtsrb with mobilenet are: Greater than 90% is 8,Greater than 80% is 15 ,greater than 70% is 19 ,greater than 60% is 25 ,greater than 50% is 30 ,greater than 40% is 36, greater than 30% is 46,greater than 20% is 53, greater than 10% is 68.
(3)Attack results on gtsrb with resnet50 are: Greater than 90% is 15,Greater than 80% is 26 ,greater than 70% is 35 ,greater than 60% is 39 ,greater than 50% is 46,greater than 40% is 53, greater than 30% is 64,greater than 20% is 73, greater than 10% is 85.
These three experimental results are all lower than what is presented in the paper. Is there a problem with where I did it?
I would greatly appreciate it if you could reply to me as soon as possible.
Thanks!
Hello,
Thanks for the open source of your amazing work HardBeat.
It would be great if you could also provide your experimental pretrained models.
Thanks!
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