[BUG]if use pip install torchattacks, the DeepFool is wrong

Question

[BUG]if use pip install torchattacks, the DeepFool is wrong

kld20092009 opened this issue a year ago · comments

kld20092009 commented a year ago

✨ Short description of the bug [tl;dr]

I think it is a problem with the version of attacks installed by pip.

💬 Detailed code and results

The code in DeepFool is incorrect. When the label is the maximum value, there will be an array overflow phenomenon.f_k = fs[wrong_classes] will make the array length -1, and it is wrong to overwrite value[lable] at this time. I see this has been fixed in the source code, but in pip is still wrong

isinstance · Answer 1 · Thu Jun 15 2023 11:42:04 GMT+0800 (China Standard Time)

Hi, what is the version of torchattacks you are using now?

kld20092009 · Answer 2 · Thu Jun 15 2023 12:29:40 GMT+0800 (China Standard Time)

Hi, what is the version of torchattacks you are using now?

I use 3.4.1 now, and the version in PIP seems to be 3.4.0

isinstance · Answer 3 · Sat Jun 17 2023 17:10:03 GMT+0800 (China Standard Time)

I use 3.4.1 now, and the version in PIP seems to be 3.4.0

The version installed via pip is outdated, I suggest users install torchattacks from source. ☺️