We suggest to use python version >= 3.11 to avoid bugs (Robustbench use python dependency>=3.10). Use the following command to install the required packages:
conda create -n LDAEX python=3.11conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidiapip install git+https://github.com/RobustBench/robustbench.gitpip install foolbox matplotlib joblibIf you find this repo useful, please consider to cite our paper:
@inproceedings{guo:2024:lautoda,
author = {Ping Guo and
Fei Liu and
Xi Lin and
Qingchuan Zhao and
Qingfu Zhang},
title = {L-AutoDA: Large Language Models for Automatically Evolving Decision-based
Adversarial Attacks},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
Companion, {GECCO}},
pages = {1846--1854},
publisher = {{ACM}},
year = {2024}
}