【文件属性】:
文件名称:smoothing-consistency:论文代码“对平滑分类器的稳健性进行一致性正则化”(NeurIPS 2020)
文件大小:9.74MB
文件格式:ZIP
更新时间:2021-05-29 01:24:14
deep-learning robustness adversarial-machine-learning adversarial-defense randomized-smoothing
平滑分类器认证稳健性的一致性正则化 (NeurIPS2020)
该存储库包含和的论文“平滑分类器的证明稳健性的一致性正则化”代码。
依存关系
conda create -n smoothing-consistency python=3
conda activate smoothing-consistency
# IMPORTANT: Please make sure `pytorch != 1.4.0`
# Currently, our code is not compatible to `pytorch == 1.4.0`;
# See more details at `https://github.com/pytorch/pytorch/issues/32395`.
# Below is for linux, with CUDA 10; see https://pytorc