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Attack on ensemble models?

Open taoye9 opened this issue 3 years ago • 1 comments

Hi, first want to say thanks for your effort to make research much easier!

Recently, some papers, among which i cites two, create adversarial images on multiple models to increase transferability and success rate.

  1. Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
  2. Delving into Transferable Adversarial Examples and Black-box Attacks

I wonder would it be possible to add this feature to this project?

taoye9 avatar Apr 20 '21 07:04 taoye9

For many cases, predict and loss_fn can be modified to represent an ensemble of models. Do you think this might work for your situation?

gwding avatar Apr 20 '21 12:04 gwding