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aks2203 / poisoning-benchmark

A unified benchmark problem for data poisoning attacks
https://arxiv.org/abs/2006.12557
MIT License
146 stars 21 forks source link

Poison Examples For TinyImageNet Benchmarks #7

Closed 9yte closed 2 years ago

9yte commented 3 years ago

Hi,

I'm not sure if I can locate the poison examples that are used in all benchmarks (reported in the paper).

In the google drive folder that you have shared here, I can only find the poison examples generated by different attacks in CIFAR-10 benchmarks in the linear transfer learning scenario. Is it possible for you to share the poison examples for the CIFAR-10 benchmarks in the training-from-scratch scenario? What about TinyImageNet benchmarks as well (including both linear transfer learning and training-from-scratch scenarios?

I know you have put a lot of resources into that. I hope I do not ask here for too much. Your help would significantly help me with the experiments, as I'm including your benchmark in my current work.

Thanks a lot.

aks2203 commented 3 years ago

You're right! The TinyImageNet examples seem to be missing from that drive. I will look into this and follow up shortly. -Avi

aks2203 commented 3 years ago

Hi there, the drive has been updated to include TinyImageNet poisons. If that resolves this issue, let me know and I can close it.

9yte commented 3 years ago

For my purpose, it's enough. Thanks a lot for your help. :)

But, since this is already an opened issue, I guess still one part is missing: "CIFAR-10_fst."

Sorry for my late reply. I've got overwhelmed with a few deadlines.

hiddely commented 2 years ago

Hello,

Would it be possible to upload CIFAR-10_fst to the drive as well? This would help my research a lot, as I too would like to include your benchmark.

Thank you!

aks2203 commented 2 years ago

Hi there, I don't think I have a copy of these anymore. If you run the code to generate them and want to share them, that would be great. Let me know if so. Sorry for the inconvenience, Avi