DiffAttack

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Question on 1D sequence functionality of DiffAttack

3

Hello, I am interested in using your DiffAttack on 1D sequences with the aim to make them adversarial against 1D Neural Net classifier (for the specific type of sequences )....

Nikos-86

running error: ModuleNotFoundError: No module named 'pretrainedmodels'

2

Hi Chen, great work for adversarial attack using diffusion models, I am trying to run your code but getting the following errors: python main.py --model_name "inception" --save_dir output --images_root demo/images...

LinyeLyuNeo

Add support for newer versions of diffusers

1

According to the commit https://github.com/huggingface/diffusers/commit/e828232780554d54bdb527d3390fab0be042b72a#diff-852d5806e41c100ee99c68c9e1059bfad9c0177e6f4416f0faf5a2f2a6a64067 `CrossAttention` has renamed to `Attention` And some forward parameters have changed. Related: https://github.com/WindVChen/DiffAttack/issues/2 Note: This PR is provided as a code snippet for reference and...

AndPuQing

[question] change image size

4

I want the generated attacks to have an image size of 256x256. For that, I thought to change the param `res` to 256 ```bash python main.py --model_name resnet18 --save_dir $save_dir...

jS5t3r

Your code currently operates one image at a time, is it possible to adjust the batch_size operation? I look forward to hearing from you!

3

Your code currently operates one image at a time, is it possible to adjust the batch_size operation? I look forward to hearing from you!

tanlingp

defense methods

3

Wanted to ask about how to verify performance against samples for defense methods, you didn't quite understand that part. Looking forward to your reply, thanks a million.

tanlingp

"I may not be able to use a VPN when running the code on the server, and I encounter numerous errors every time it reaches the 'Transfer to deit-b' part. How can I resolve this?"

1

*********Transfer to deit-b******** Traceback (most recent call last): File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connection.py", line 174, in _new_conn conn = connection.create_connection( File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/util/connection.py", line 95, in create_connection raise err File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/util/connection.py", line 85, in...

nil0330

KeyError: 'up_cross'

6

Sorry to interrupt, code error Traceback (most recent call last). File "main.py", line 153, in adv_image, clean_acc, adv_acc = run_diffusion_attack(tmp_image, label[ind:ind + 1]. File "main.py", line 72, in run_diffusion_attack adv_image,...

tanlingp

I want to train this model

2

I want to train your model, but I couldn't find the corresponding train.py. How can I train this model?

nil0330

'HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /stabilityai/stable-diffusion-2-base/resolve/main/model_index.json (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7f845e76d6d0>, 'Connection to huggingface.co timed out. (connect timeout=10)'))' thrown while requesting HEAD https://huggingface.co/stabilityai/stable-diffusion-2-base/resolve/main/model_index.json

1

'HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /stabilityai/stable-diffusion-2-base/resolve/main/model_index.json (Caused by ConnectTimeoutError(, 'Connection to huggingface.co timed out. (connect timeout=10)'))' thrown while requesting HEAD https://huggingface.co/stabilityai/stable-diffusion-2-base/resolve/main/model_index.json

tanlingp