[New Model] <Kang2021Stable>

[conquisue]

Paper Information

• Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks:
• https://arxiv.org/abs/2110.12976:
• Qiyu Kang, Yang Song, Qinxu Ding, Wee Peng Tay:

Leaderboard Claim(s)

Add here the claim for your model(s). Copy and paste the following subsection for the number of models you want to add.

Model 1

• Architecture: DMWideResNet, ODE
• Threat Model: Linf
• eps: 8/255
• Clean accuracy: 93.73
• Robust accuracy: 71.28
• Additional data: true
• Evaluation method: AutoAttack
• Checkpoint and code: https://github.com/KANGQIYU/SODEF.
• Note: We would like to submit the result of the model Rebuffi2021+SODEF.

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  check if true).
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[fra31]

Hi,

thanks for the submission! Added the model with #66, please let me know if it's fine.

[conquisue]

Hi,

thanks for the submission! Added the model with #66, please let me know if it's fine.

Thank you! The model architecture and definition are correct as I have checked in that commit.

However, it seems there exists some error when I try to load the model with the key "Kang2021Stable".

[fra31]

There seems to be some issue with the automatic downloading from Google Drive (see e.g. here). We are looking into this.

[max-andr]

should be resolved now with the latest commit! sorry again. feel free to reopen the issue if the problem persists.